library(readr)
raisin_data <- read_csv("/Users/parthvi/Desktop/Desktop/Parthvi/MITA/SEM2/MVA/week 5/Raisin_Dataset.csv")
## Rows: 900 Columns: 8
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): Class
## dbl (7): Area, MajorAxisLength, MinorAxisLength, Eccentricity, ConvexArea, E...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
unique(raisin_data$Class)
## [1] "Kecimen" "Besni"
#cleaning the data and keeping only numerical values 
raisin_data_nums = raisin_data[,1:7]

raisin_data_nums
## # A tibble: 900 × 7
##     Area MajorAxisLength MinorAxisLength Eccentricity ConvexArea Extent Perime…¹
##    <dbl>           <dbl>           <dbl>        <dbl>      <dbl>  <dbl>    <dbl>
##  1 87524            442.            253.        0.820      90546  0.759    1184.
##  2 75166            407.            243.        0.802      78789  0.684    1122.
##  3 90856            442.            266.        0.798      93717  0.638    1209.
##  4 45928            287.            209.        0.685      47336  0.700     844.
##  5 79408            352.            291.        0.564      81463  0.793    1073.
##  6 49242            318.            200.        0.777      51368  0.658     882.
##  7 42492            310.            176.        0.823      43904  0.666     824.
##  8 60952            332.            235.        0.706      62329  0.744     933.
##  9 42256            323.            173.        0.845      44743  0.698     850.
## 10 64380            367.            228.        0.784      66125  0.664     982.
## # … with 890 more rows, and abbreviated variable name ¹​Perimeter
is.matrix(raisin_data_nums) #false
## [1] FALSE
raisin_data_matrix <- as.matrix(raisin_data_nums) # converting the data to matrix 
raisin_data_matrix
##          Area MajorAxisLength MinorAxisLength Eccentricity ConvexArea    Extent
##   [1,]  87524        442.2460        253.2912    0.8197384      90546 0.7586506
##   [2,]  75166        406.6907        243.0324    0.8018052      78789 0.6841296
##   [3,]  90856        442.2670        266.3283    0.7983536      93717 0.6376128
##   [4,]  45928        286.5406        208.7600    0.6849892      47336 0.6995994
##   [5,]  79408        352.1908        290.8275    0.5640113      81463 0.7927719
##   [6,]  49242        318.1254        200.1221    0.7773513      51368 0.6584564
##   [7,]  42492        310.1461        176.1314    0.8230987      43904 0.6658936
##   [8,]  60952        332.4555        235.4298    0.7060575      62329 0.7435982
##   [9,]  42256        323.1896        172.5759    0.8454988      44743 0.6980309
##  [10,]  64380        366.9648        227.7716    0.7840556      66125 0.6643757
##  [11,]  80437        449.4546        232.3255    0.8560425      84460 0.6742358
##  [12,]  43725        301.3222        186.9506    0.7842585      45021 0.6970682
##  [13,]  43441        276.6108        201.8131    0.6838823      45133 0.6908556
##  [14,]  76792        338.8575        291.3592    0.5105838      78842 0.7723222
##  [15,]  74167        387.7989        247.8581    0.7690897      76807 0.6801816
##  [16,]  33565        261.5543        167.7085    0.7673743      35794 0.6815505
##  [17,]  64670        403.0840        206.4846    0.8588292      66419 0.7567726
##  [18,]  64762        354.2939        235.7525    0.7464737      66713 0.6949980
##  [19,]  43295        304.2845        182.8110    0.7994070      44714 0.7138382
##  [20,]  70699        418.6986        216.5961    0.8557994      72363 0.7280751
##  [21,]  69726        354.1769        252.5292    0.7011610      71849 0.7343985
##  [22,]  57346        330.4784        222.4437    0.7395550      59365 0.7236088
##  [23,]  82028        397.1150        268.3338    0.7371694      84427 0.6863751
##  [24,]  61251        301.5078        273.6599    0.4197537      64732 0.6435957
##  [25,]  96277        447.1345        275.2162    0.7881284      97865 0.7040572
##  [26,]  75620        368.2243        263.4593    0.6986273      77493 0.7262774
##  [27,]  73167        340.0552        276.0152    0.5841058      74545 0.7787369
##  [28,]  60847        336.9239        231.4657    0.7266602      62492 0.6985878
##  [29,]  81021        347.7501        297.6406    0.5171349      82552 0.7575596
##  [30,]  59902        358.5919        222.9020    0.7833320      63250 0.7441242
##  [31,]  88745        429.7704        265.6902    0.7860095      90715 0.7520635
##  [32,]  41809        307.5327        175.0856    0.8221137      43838 0.6974444
##  [33,]  75329        364.2308        265.8669    0.6835105      77541 0.7230797
##  [34,]  61600        350.1828        225.8428    0.7642431      63397 0.7468296
##  [35,]  46427        253.8420        235.9068    0.3692125      48275 0.6842191
##  [36,]  40861        249.7402        213.5733    0.5183283      43096 0.7430894
##  [37,]  55827        305.2988        234.6612    0.6396961      57724 0.7032880
##  [38,]  54182        366.0667        192.0133    0.8513914      56450 0.6114177
##  [39,]  77468        405.9366        245.9898    0.7954792      79220 0.7215454
##  [40,]  49882        287.2643        222.1859    0.6338519      50880 0.7663778
##  [41,]  95245        397.0941        307.2739    0.6334223      97988 0.7530440
##  [42,]  71464        364.1031        253.7969    0.7170255      73265 0.7154843
##  [43,]  77055        375.2501        262.8124    0.7137839      79255 0.7322671
##  [44,]  92384        368.4062        320.7146    0.4920869      93772 0.7490068
##  [45,]  77310        436.5299        228.2804    0.8523675      80138 0.6317209
##  [46,]  57580        330.2284        232.0554    0.7114746      60232 0.6451035
##  [47,]  69708        375.4473        239.1328    0.7709235      71321 0.7271779
##  [48,]  41502        260.5127        205.8650    0.6128099      43114 0.8243192
##  [49,]  45800        330.0087        181.6659    0.8348430      47802 0.7326828
##  [50,]  52623        311.9968        218.0411    0.7152614      54175 0.6751905
##  [51,]  44939        317.6167        183.3152    0.8166321      46400 0.6561779
##  [52,] 114648        508.1289        288.9540    0.8225708     118314 0.6819050
##  [53,]  65727        403.1943        210.0733    0.8535430      67372 0.6169811
##  [54,]  45683        333.2625        177.7721    0.8458445      48787 0.6342307
##  [55,] 111450        478.3110        298.6306    0.7811495     113256 0.6900929
##  [56,]  47581        306.8119        203.0975    0.7495383      49203 0.6677754
##  [57,]  57127        311.6446        238.6419    0.6431380      59943 0.6936255
##  [58,]  53006        333.3814        206.8807    0.7841647      55456 0.6916954
##  [59,]  69060        328.4889        275.8889    0.5427832      72223 0.7270239
##  [60,]  25387        225.6295        144.6187    0.7675774      26139 0.6781440
##  [61,]  66774        348.5580        246.4763    0.7070823      69097 0.6924465
##  [62,]  47839        312.6013        198.7513    0.7718555      50166 0.7027706
##  [63,]  78571        443.8223        228.7576    0.8569340      81718 0.6421928
##  [64,]  64717        342.5767        245.7320    0.6967592      66649 0.6625410
##  [65,]  60462        373.3428        208.1086    0.8302309      62213 0.6656831
##  [66,]  59370        345.9492        221.9220    0.7671338      61464 0.6974859
##  [67,]  54056        332.2676        208.6190    0.7783228      55539 0.6745533
##  [68,]  89235        443.5159        258.9467    0.8118616      91201 0.6551906
##  [69,]  51727        321.1271        208.7668    0.7598433      52913 0.7518896
##  [70,]  71595        387.3097        236.7512    0.7914214      74045 0.7185367
##  [71,]  95347        451.5262        280.2262    0.7841115      99256 0.6749561
##  [72,]  60449        383.8002        208.1688    0.8401279      64346 0.6763449
##  [73,]  69006        379.3178        241.8503    0.7703736      72895 0.6974530
##  [74,]  68520        373.2356        237.0415    0.7724309      70759 0.7128589
##  [75,]  52731        309.9773        219.7254    0.7053659      54438 0.6958800
##  [76,]  50570        311.3448        208.3179    0.7431808      51743 0.7208633
##  [77,]  75825        391.2043        248.5003    0.7723323      77437 0.7453700
##  [78,]  42637        293.4296        189.4322    0.7636930      44052 0.7251190
##  [79,]  76984        425.0482        233.9734    0.8348593      78641 0.7587546
##  [80,]  47851        323.1525        191.6110    0.8052446      49187 0.7732370
##  [81,]  51220        328.6476        202.5089    0.7875987      52903 0.6924710
##  [82,]  53890        331.0863        216.5795    0.7563666      57109 0.7044444
##  [83,]  58650        346.3390        219.6844    0.7730833      62380 0.6602871
##  [84,]  98935        387.5169        326.8987    0.5370149     100747 0.7404206
##  [85,]  77587        396.8076        251.9449    0.7725699      79970 0.7038646
##  [86,] 180898        843.9567        323.1906    0.9237704     221396 0.4541889
##  [87,]  71266        390.7072        235.6868    0.7975663      73002 0.6606289
##  [88,]  39457        267.5569        188.7652    0.7086960      40472 0.6975762
##  [89,]  35237        267.5538        173.5251    0.7611622      37418 0.7068322
##  [90,]  49059        301.8004        210.4672    0.7167091      50835 0.6986073
##  [91,]  53896        319.0720        217.6957    0.7310932      55392 0.7459447
##  [92,]  56469        325.3414        225.1150    0.7219601      58697 0.6857361
##  [93,]  85156        422.2791        260.2106    0.7875856      87057 0.7025609
##  [94,]  67044        361.2554        238.2264    0.7517567      68626 0.7569435
##  [95,]  52243        331.4511        206.7596    0.7815831      55774 0.7144342
##  [96,]  38968        269.4020        185.7276    0.7243745      40147 0.7375833
##  [97,]  79661        360.0734        282.7390    0.6192093      81032 0.7791569
##  [98,]  59282        329.2426        233.7746    0.7041636      60580 0.7259257
##  [99,]  48177        305.7845        202.4662    0.7493974      49877 0.6776426
## [100,]  74904        342.8963        280.1156    0.5767646      75898 0.7317416
## [101,]  81581        424.2783        245.5075    0.8155779      83143 0.7623823
## [102,]  57820        376.1912        199.7971    0.8473059      59968 0.7147802
## [103,]  57808        309.9717        241.3665    0.6274302      58954 0.7103465
## [104,]  55306        353.1546        204.1268    0.8160298      57396 0.7439902
## [105,]  59459        347.1552        222.1095    0.7685424      61585 0.7096193
## [106,]  44247        319.7903        178.6479    0.8294096      45872 0.6776372
## [107,]  48945        269.3704        239.1622    0.4601212      51456 0.7112445
## [108,]  68864        343.6762        261.9884    0.6472099      71726 0.6983470
## [109,]  82826        396.7059        269.7629    0.7332055      84981 0.7454347
## [110,]  65396        331.5384        253.2430    0.6454034      66783 0.7648297
## [111,]  81572        393.7162        265.8146    0.7376871      84964 0.6982708
## [112,]  44367        322.5040        176.7090    0.8365255      46531 0.7329996
## [113,]  51448        328.2896        202.1604    0.7879033      52772 0.7048057
## [114,]  50545        286.8713        227.1597    0.6107127      51771 0.8354545
## [115,]  94063        448.1211        276.6078    0.7867582      99085 0.7092938
## [116,]  84129        413.0346        261.6431    0.7737710      86242 0.7138348
## [117,]  79735        410.9979        250.2208    0.7933139      83306 0.7490441
## [118,]  90176        390.2073        294.7622    0.6552651      91793 0.7625490
## [119,]  61492        356.4260        224.1631    0.7774708      65298 0.6908437
## [120,]  79532        367.5260        277.2242    0.6565321      81603 0.7351142
## [121,]  69302        354.9637        254.4528    0.6972359      71843 0.7011534
## [122,]  52266        320.4426        213.8575    0.7447158      54116 0.6842891
## [123,]  51180        288.6311        226.6305    0.6192538      52396 0.7374427
## [124,]  55787        333.7035        226.9512    0.7331208      59520 0.6885924
## [125,]  96064        411.2071        303.2325    0.6754341      99609 0.7313311
## [126,]  54316        351.8053        198.4175    0.8257760      55960 0.6558953
## [127,]  70941        326.0112        278.1027    0.5218350      72330 0.7601093
## [128,]  55770        293.5807        243.4806    0.5587319      57633 0.7401656
## [129,]  47478        299.8186        205.2961    0.7287927      48900 0.7209147
## [130,]  88197        473.2867        238.7385    0.8634545      90297 0.6584568
## [131,]  74728        355.3105        270.7409    0.6475960      76287 0.7666769
## [132,]  70788        362.6508        249.4037    0.7259720      71954 0.7461579
## [133,]  48894        318.0989        197.4955    0.7839199      50468 0.6638156
## [134,]  52051        313.7033        213.6317    0.7322840      53550 0.6950513
## [135,]  53270        336.1489        204.3071    0.7940998      55288 0.6936921
## [136,]  57227        354.4311        207.5950    0.8105183      59307 0.6499818
## [137,]  97026        455.9716        273.0538    0.8008690      99561 0.6712047
## [138,]  58495        368.7395        205.7579    0.8298387      61496 0.6301032
## [139,]  53758        359.5316        193.4009    0.8429930      57197 0.7102954
## [140,] 110616        461.1446        306.8991    0.7463836     112150 0.7523977
## [141,]  49175        281.4314        224.4859    0.6031106      50672 0.7276130
## [142,]  53698        348.2232        197.7529    0.8231037      56089 0.7313413
## [143,]  73125        408.9408        231.2190    0.8248103      75540 0.6565126
## [144,]  50445        308.3589        208.8552    0.7356957      51555 0.7232258
## [145,]  46742        303.5552        199.4459    0.7538614      48077 0.7052628
## [146,]  69317        393.3990        228.7229    0.8136166      72170 0.6616743
## [147,]  75314        392.6516        246.0757    0.7792587      77118 0.7047122
## [148,]  54428        339.1147        206.6458    0.7928872      56175 0.7233918
## [149,]  39509        286.2316        180.4374    0.7762790      41446 0.7229725
## [150,]  66568        342.2504        249.5505    0.6843581      68078 0.7599174
## [151,]  45264        290.5884        203.3191    0.7144554      48142 0.6569140
## [152,]  57980        336.3129        222.6098    0.7495810      59311 0.7772952
## [153,]  75114        368.7301        262.4745    0.7023482      77454 0.7409154
## [154,]  78991        362.6409        279.0908    0.6385182      80355 0.7088972
## [155,]  76253        364.2256        269.5168    0.6726375      78443 0.7242876
## [156,]  83229        423.8444        253.8091    0.8008791      86345 0.6534940
## [157,]  45962        251.1334        235.3681    0.3487296      47173 0.7422804
## [158,]  57766        344.7374        215.1098    0.7814391      59834 0.7375827
## [159,]  39669        252.7482        202.2644    0.5996527      41860 0.6630397
## [160,]  41050        316.8416        167.3283    0.8491738      42965 0.6411858
## [161,]  47771        311.5250        197.0908    0.7744259      49237 0.6834094
## [162,]  53389        301.8459        228.5167    0.6533406      55158 0.7157470
## [163,]  73319        392.3627        239.1885    0.7927009      75653 0.7095685
## [164,]  91831        463.3579        257.9511    0.8307139      95560 0.7103704
## [165,]  71452        397.9614        239.7988    0.7980676      73864 0.7518335
## [166,]  59970        353.0016        219.6829    0.7827562      61834 0.7558227
## [167,]  51683        325.2399        208.9148    0.7664192      54510 0.7284426
## [168,]  41283        268.1254        199.6354    0.6675556      42505 0.7323836
## [169,]  92735        436.9856        271.5788    0.7834282      94693 0.7041222
## [170,]  44627        297.2593        194.7603    0.7554672      46921 0.6751846
## [171,]  84260        411.3974        262.9741    0.7690226      85978 0.6867827
## [172,]  59076        350.4872        216.6793    0.7860026      61643 0.6454983
## [173,]  58741        345.4854        222.3818    0.7652953      60701 0.7148194
## [174,]  68627        411.8885        216.8940    0.8501230      70932 0.7382423
## [175,]  51941        349.2262        191.8173    0.8356489      53893 0.7089954
## [176,]  77161        394.2784        253.2114    0.7665248      82746 0.6719000
## [177,]  85105        382.2900        288.7584    0.6553347      88056 0.7769450
## [178,]  52508        297.6969        226.2519    0.6499140      53588 0.7561636
## [179,]  39941        251.8477        208.4681    0.5610901      41594 0.7075716
## [180,]  48693        306.5739        204.2806    0.7456534      50298 0.7401277
## [181,]  87858        441.2241        255.6622    0.8150160      90905 0.7087266
## [182,]  67718        373.9241        233.2332    0.7816281      71102 0.7369945
## [183,]  63968        333.0124        247.8885    0.6677537      65403 0.7569998
## [184,]  43461        333.7059        169.3095    0.8617333      45669 0.6779341
## [185,]  81546        381.3487        273.8101    0.6960383      82807 0.7117197
## [186,]  43563        296.5222        188.1957    0.7727778      45174 0.6962839
## [187,]  36145        280.7577        166.5936    0.8049288      37401 0.8122654
## [188,]  57741        316.4840        234.2836    0.6723097      58976 0.7127111
## [189,]  69024        372.8220        237.6598    0.7704819      70649 0.7210430
## [190,]  78982        421.1618        241.6404    0.8190325      81442 0.7534365
## [191,]  78240        401.9301        249.8314    0.7833513      79677 0.7579926
## [192,]  87036        384.9699        289.4539    0.6592919      88336 0.7278962
## [193,]  37569        232.4278        208.1520    0.4449501      38874 0.7943714
## [194,]  79748        441.9343        231.7175    0.8515178      81718 0.7384484
## [195,]  44156        307.7070        186.0924    0.7963990      45285 0.6336060
## [196,]  87302        392.9101        284.1791    0.6905681      89605 0.7382458
## [197,]  69312        373.8031        237.1946    0.7728866      70719 0.7061556
## [198,]  86545        350.1279        315.7195    0.4323073      87512 0.7858868
## [199,]  59729        337.0435        231.8092    0.7259263      62511 0.6837111
## [200,]  59822        336.5841        227.9495    0.7357585      60648 0.7002868
## [201,]  63452        334.8460        243.2365    0.6872584      64925 0.7353173
## [202,]  61996        333.7476        243.5402    0.6837528      63641 0.6731379
## [203,]  74763        391.2272        245.5420    0.7785198      77508 0.6861131
## [204,]  73193        401.0723        235.8290    0.8088637      75563 0.7401157
## [205,]  66508        344.9045        249.0898    0.6916851      69240 0.7030147
## [206,]  74849        379.9250        252.6171    0.7469207      76154 0.7353927
## [207,]  38585        274.4451        180.9576    0.7518291      39926 0.6965933
## [208,]  61377        339.7335        234.0242    0.7249072      64027 0.7056125
## [209,]  39547        259.4226        198.4655    0.6439972      40765 0.7333840
## [210,]  49998        301.7807        212.3269    0.7106158      50857 0.7792949
## [211,]  49063        294.7483        217.9131    0.6733550      50732 0.6588114
## [212,]  46961        343.7885        177.1368    0.8570404      48476 0.6146326
## [213,]  57271        372.6991        196.9761    0.8489255      58786 0.7691512
## [214,]  58909        347.3439        218.1228    0.7782347      60379 0.7042572
## [215,]  51336        321.8844        206.1461    0.7680122      53944 0.7426009
## [216,]  62422        324.5570        247.7079    0.6461405      64021 0.7160621
## [217,]  48447        331.0510        189.9172    0.8190798      49996 0.6256150
## [218,]  64364        376.6625        221.6551    0.8085180      67510 0.6547445
## [219,]  72915        414.7181        229.5558    0.8328342      76912 0.6797714
## [220,]  49414        290.4582        219.4182    0.6552398      51029 0.7110337
## [221,]  45723        291.1973        203.0202    0.7168851      48658 0.6488293
## [222,]  64988        371.3536        226.9099    0.7916038      67847 0.6701175
## [223,]  56709        293.4085        247.7166    0.5359148      58143 0.7782856
## [224,]  93559        438.6344        275.5830    0.7779914      95750 0.6870699
## [225,]  81916        398.3266        265.4181    0.7456543      85615 0.6630727
## [226,]  79274        406.9762        255.2178    0.7789328      81976 0.7083855
## [227,]  88724        446.4305        260.3788    0.8122956      92630 0.6565291
## [228,]  65469        374.4662        227.5390    0.7942160      68018 0.7144385
## [229,]  75799        340.9827        289.1505    0.5300097      79230 0.7411003
## [230,]  76741        383.9822        258.1340    0.7403195      79198 0.7452030
## [231,]  54219        344.2908        204.4967    0.8044909      56526 0.6884952
## [232,]  52693        283.5042        242.1140    0.5202653      54860 0.7377492
## [233,]  84539        441.5289        248.3743    0.8267752      87728 0.6875773
## [234,]  34559        264.5152        168.9831    0.7693390      36516 0.6641874
## [235,]  49715        302.3474        213.3645    0.7085175      52250 0.6501072
## [236,]  39716        243.0383        210.1141    0.5025800      40598 0.7794328
## [237,]  46845        264.9673        225.8425    0.5229862      47739 0.7590906
## [238,]  52547        358.3657        189.2067    0.8492623      54649 0.7034028
## [239,]  41593        310.6749        178.3233    0.8188646      44753 0.5726697
## [240,]  44460        294.6241        197.5566    0.7418755      47486 0.6474254
## [241,]  51145        317.3482        211.0256    0.7468742      53531 0.7100514
## [242,]  43345        323.8592        175.1857    0.8410665      46785 0.6492758
## [243,]  53987        331.3507        213.1674    0.7655899      56076 0.6732218
## [244,]  59514        368.6379        209.1269    0.8235138      61469 0.7551580
## [245,]  85739        380.3704        288.2562    0.6524518      87052 0.7621515
## [246,]  56096        313.3863        232.2824    0.6712825      58701 0.7117698
## [247,]  46120        300.0972        201.2063    0.7419361      49996 0.6289720
## [248,]  57676        333.9700        222.2745    0.7463514      58991 0.6886687
## [249,]  62064        352.3687        227.8641    0.7627750      64811 0.6505660
## [250,]  50274        305.3973        212.2734    0.7189390      52016 0.6875077
## [251,]  77225        362.1373        277.0098    0.6441130      80872 0.7324835
## [252,]  45598        259.8963        225.6562    0.4961183      47266 0.7412863
## [253,]  38545        283.9875        175.4205    0.7864099      39765 0.7604364
## [254,]  39439        246.7636        212.6354    0.5074237      42795 0.6468273
## [255,]  74109        416.7127        230.5595    0.8329942      78032 0.7064594
## [256,]  41755        296.7884        184.1914    0.7841153      43362 0.6913308
## [257,]  61463        369.3997        213.6196    0.8158323      63117 0.7867768
## [258,]  43743        300.9063        185.8512    0.7864624      44836 0.6700827
## [259,]  73499        346.0511        275.5139    0.6050790      76355 0.7312460
## [260,]  40403        289.2593        179.2234    0.7849223      41209 0.7222043
## [261,]  62343        348.2888        232.8200    0.7437406      63897 0.7056207
## [262,]  46008        296.8793        212.0277    0.6999536      48762 0.6952790
## [263,]  43495        271.6467        205.1641    0.6554244      44535 0.7540219
## [264,]  50649        327.1110        199.5409    0.7923939      52462 0.7662945
## [265,]  61235        349.0264        226.8031    0.7600912      63504 0.7187207
## [266,]  78883        395.1001        256.9650    0.7596095      80973 0.6784467
## [267,]  58734        367.4839        205.0211    0.8299049      59845 0.7574769
## [268,]  68253        388.4547        224.7317    0.8156630      70347 0.7461301
## [269,]  62401        394.3975        203.1387    0.8571537      64722 0.7400849
## [270,]  73046        397.3382        234.8282    0.8066690      74242 0.6906509
## [271,]  54968        300.9544        234.3896    0.6272465      56851 0.7513395
## [272,]  84057        452.7757        245.2200    0.8406411      86710 0.6220178
## [273,]  90178        466.2494        250.1043    0.8439528      92321 0.7520035
## [274,]  67883        383.1890        233.3567    0.7931811      70360 0.6978104
## [275,]  43901        304.1003        191.2983    0.7773543      46443 0.6487417
## [276,]  33662        227.2938        191.1090    0.5413430      34787 0.7929987
## [277,]  77043        388.6927        257.5463    0.7489769      80094 0.7269305
## [278,]  64875        393.2147        212.9548    0.8406531      67701 0.7705235
## [279,]  42609        280.1490        200.2719    0.6992510      44944 0.6731280
## [280,]  79510        380.7192        267.0341    0.7127739      81779 0.7315974
## [281,]  58857        320.8119        235.3860    0.6794522      60597 0.6903642
## [282,]  67754        349.1971        251.6796    0.6932076      69536 0.6552611
## [283,]  54842        308.2324        227.2577    0.6755727      55879 0.7381952
## [284,]  78352        408.8097        245.4408    0.7997155      80474 0.6842730
## [285,]  72447        401.7420        231.5372    0.8172149      74481 0.7091037
## [286,]  58239        324.2951        230.9973    0.7018692      59977 0.7211903
## [287,]  93879        409.4869        292.9161    0.6987922      96072 0.7676689
## [288,]  68129        381.1755        230.0560    0.7973300      70141 0.6597045
## [289,]  74426        411.6968        231.7496    0.8265160      76449 0.6794537
## [290,]  60650        324.3616        242.2285    0.6650652      62580 0.7215428
## [291,] 136340        722.8539        311.3414    0.9024898     176818 0.5297740
## [292,]  65051        381.2140        218.2168    0.8199563      66476 0.6443564
## [293,]  72219        376.6505        249.5295    0.7490654      74373 0.7777945
## [294,]  81405        421.0949        248.0868    0.8080259      83634 0.7137283
## [295,]  70196        373.1976        243.8811    0.7569347      71937 0.6907899
## [296,]  69120        352.0114        250.8149    0.7016527      70274 0.7034399
## [297,]  56327        297.7657        241.9344    0.5829622      58178 0.7277390
## [298,]  54983        292.8989        248.4080    0.5298337      58095 0.7252737
## [299,] 105020        440.3896        306.1053    0.7189340     107423 0.7146162
## [300,]  36113        257.6419        181.1571    0.7110561      37442 0.6944808
## [301,]  87429        408.9260        273.8879    0.7425652      89063 0.7035746
## [302,]  57785        314.4310        236.1830    0.6601381      58867 0.7328658
## [303,]  69846        368.4507        243.9752    0.7493581      72585 0.6767236
## [304,]  81456        404.3164        258.8920    0.7681080      83499 0.7254720
## [305,]  61959        339.5850        234.6979    0.7227289      64424 0.7120415
## [306,]  61730        376.1886        210.6115    0.8285897      63756 0.6321880
## [307,]  62835        421.1693        191.1699    0.8910513      64406 0.7861450
## [308,]  52651        340.8170        204.4329    0.8001260      56217 0.6835040
## [309,]  67093        353.1099        243.0010    0.7255457      68383 0.7606916
## [310,]  45160        270.5554        220.1187    0.5814518      46805 0.6860719
## [311,]  58989        362.6681        209.5097    0.8162563      60916 0.7327826
## [312,]  44007        359.3755        161.7024    0.8930518      48490 0.6447440
## [313,]  65062        344.3098        242.6836    0.7093654      65825 0.7692180
## [314,]  38724        291.0011        170.7763    0.8096900      40133 0.7808832
## [315,]  63514        368.7863        221.2409    0.8000627      65057 0.6638446
## [316,]  46403        306.3041        196.6172    0.7667868      48631 0.6376316
## [317,]  55746        280.3131        254.6003    0.4183820      56989 0.7306543
## [318,]  38153        265.0402        184.8023    0.7168172      39564 0.6824979
## [319,]  66094        323.1877        261.0119    0.5897073      67032 0.7387198
## [320,]  57303        330.0250        221.9198    0.7401577      58973 0.7167624
## [321,]  61289        376.3752        208.7278    0.8321346      63997 0.6394796
## [322,]  55114        317.1723        222.7535    0.7118708      56849 0.7142542
## [323,]  45567        278.5022        216.7666    0.6278553      49075 0.7140708
## [324,]  72215        380.4148        244.0281    0.7671406      74175 0.7209244
## [325,]  65495        365.3190        230.5256    0.7757622      67299 0.6979433
## [326,]  34977        267.7377        170.8372    0.7699727      37747 0.6694803
## [327,]  76407        373.4424        264.4743    0.7060055      79086 0.7312514
## [328,]  66998        338.5866        257.3438    0.6498610      69844 0.7576045
## [329,]  57310        351.3965        209.8812    0.8020346      59225 0.6998327
## [330,]  79106        404.5732        252.0664    0.7821878      81999 0.7285168
## [331,]  56837        368.3727        198.7747    0.8419202      59040 0.6349651
## [332,]  53497        352.5028        194.9811    0.8330925      54875 0.6911757
## [333,]  58591        356.4633        212.1192    0.8036768      60664 0.7844137
## [334,]  60313        339.6035        227.7259    0.7418515      62130 0.7266802
## [335,]  72483        334.4176        282.6809    0.5343029      74945 0.7061798
## [336,]  52836        340.4048        204.3355    0.7997958      55143 0.8173886
## [337,]  68119        385.3917        230.7152    0.8010098      70719 0.6593012
## [338,]  83490        421.8829        254.3102    0.7978939      86319 0.7099490
## [339,]  74612        430.8652        229.2867    0.8466475      79297 0.6653469
## [340,]  44081        328.5871        173.3470    0.8495224      46287 0.6384664
## [341,]  39724        271.6657        189.4846    0.7165926      41587 0.7242825
## [342,]  89051        418.5556        274.9232    0.7540318      92636 0.7386753
## [343,]  57612        352.4414        210.0642    0.8029652      58810 0.6477188
## [344,]  65740        348.8812        245.9762    0.7091647      69233 0.7408159
## [345,]  69997        362.7414        247.0913    0.7321182      71994 0.7225422
## [346,]  75540        422.0985        237.6387    0.8264614      78465 0.7050851
## [347,]  46397        310.7244        192.9038    0.7839533      48183 0.6552786
## [348,]  61967        364.7840        218.5662    0.8006248      63724 0.6873004
## [349,]  87149        444.6108        253.2066    0.8219902      91704 0.7162205
## [350,]  67798        418.4081        207.8255    0.8679193      69356 0.6910266
## [351,]  49604        310.6056        204.6546    0.7522403      51007 0.7608092
## [352,]  88407        412.7569        275.2848    0.7451098      90865 0.7179623
## [353,]  46601        277.3533        216.2721    0.6260648      48457 0.7616534
## [354,]  53121        350.9684        195.8674    0.8297890      56120 0.7326630
## [355,]  80101        377.6166        272.6713    0.6918041      82949 0.7254868
## [356,]  69781        364.7445        248.7962    0.7312488      71504 0.6939378
## [357,]  58460        290.7536        258.3844    0.4585447      60254 0.7747561
## [358,]  61792        400.5028        197.7035    0.8696673      64962 0.7011619
## [359,]  78084        395.2098        254.3766    0.7653204      80285 0.7030035
## [360,]  63402        372.4843        224.0094    0.7989535      66639 0.6766344
## [361,]  48809        332.2649        190.3514    0.8196320      51847 0.6613417
## [362,]  49039        285.4021        220.8199    0.6335337      50879 0.7147709
## [363,]  64669        364.5828        228.8008    0.7785612      67524 0.6558456
## [364,] 103377        460.6704        287.9932    0.7804958     105569 0.7269678
## [365,]  73972        359.2727        263.3334    0.6802691      75353 0.7547393
## [366,]  47602        296.4930        206.2252    0.7184794      49089 0.7211878
## [367,]  69151        341.6461        258.3929    0.6542048      70703 0.7518456
## [368,]  56518        319.1919        230.7100    0.6910636      58879 0.7186471
## [369,]  86314        390.4130        282.2148    0.6909921      87873 0.7336631
## [370,]  56477        334.5881        219.1856    0.7555501      58408 0.6856668
## [371,]  32097        264.4164        157.9904    0.8018643      33699 0.6811179
## [372,]  71284        356.2592        256.4883    0.6940274      72618 0.7429751
## [373,]  87937        365.8370        307.9117    0.5400021      89581 0.7110100
## [374,] 100835        419.7534        306.9549    0.6820834     102881 0.7525786
## [375,]  66752        370.5036        231.5512    0.7806541      69039 0.7423900
## [376,]  65999        326.2987        264.4149    0.5859516      67971 0.6768642
## [377,]  70977        362.0636        256.3830    0.7060961      73417 0.6502226
## [378,]  38569        272.9372        181.8567    0.7456882      39909 0.7160308
## [379,]  53964        368.0741        189.8139    0.8567724      55662 0.6036782
## [380,]  79100        413.4964        246.4047    0.8030547      81839 0.6551484
## [381,]  83071        400.4657        265.9288    0.7476892      84531 0.7184581
## [382,]  31237        262.3471        155.0257    0.8067312      32564 0.6139106
## [383,]  26908        245.7558        143.7109    0.8111984      28607 0.6934873
## [384,]  66797        358.1989        240.7827    0.7403661      68732 0.6976625
## [385,]  76222        388.8074        250.6961    0.7643664      77958 0.7374420
## [386,]  46810        297.8914        201.5349    0.7364074      48300 0.7213079
## [387,]  65123        382.3577        218.8887    0.8199249      66825 0.7643365
## [388,]  65091        392.4933        216.8276    0.8335550      69597 0.6641939
## [389,]  68400        363.5065        249.5815    0.7270408      72981 0.7257448
## [390,]  64056        393.6168        209.6308    0.8463822      65958 0.7678734
## [391,]  49821        319.0821        202.2365    0.7734911      51829 0.6779751
## [392,]  80353        394.3402        264.5791    0.7415105      83419 0.6680218
## [393,]  51539        330.7475        200.9579    0.7942530      53060 0.7254110
## [394,]  63827        393.2517        209.1462    0.8468461      66445 0.6674091
## [395,]  89345        435.5509        262.0614    0.7987386      91337 0.7138463
## [396,]  31275        264.6872        156.3955    0.8067673      33540 0.6583933
## [397,]  75431        433.6712        222.9994    0.8576625      78125 0.7231842
## [398,]  72718        397.9029        235.5599    0.8059355      74803 0.7468674
## [399,]  82886        424.8227        253.1715    0.8030242      85879 0.6482813
## [400,]  67852        353.1243        247.3352    0.7137311      69587 0.7295130
## [401,]  49336        338.4815        193.0052    0.8214996      52619 0.6565528
## [402,]  39368        296.6559        171.2082    0.8166544      41361 0.6199685
## [403,]  51304        350.0426        189.7654    0.8403004      52949 0.6609977
## [404,]  91764        433.7682        270.2861    0.7821327      93480 0.6929246
## [405,]  79252        398.8446        254.1729    0.7706380      80799 0.7050074
## [406,]  50530        328.9180        198.2839    0.7978644      52600 0.6816955
## [407,]  66063        354.0975        238.5103    0.7391214      67503 0.7626761
## [408,]  73311        391.8675        239.6018    0.7912942      74825 0.6899664
## [409,]  82793        428.1169        249.3909    0.8128093      84950 0.7424582
## [410,] 104921        452.8630        297.0242    0.7548644     108211 0.7262979
## [411,]  59654        350.9000        219.4899    0.7802197      62384 0.7130528
## [412,]  76531        407.6686        241.3995    0.8058304      78857 0.7312275
## [413,]  57438        344.9802        215.4342    0.7810385      58924 0.6933942
## [414,]  55129        336.0217        210.4281    0.7796355      56855 0.7504015
## [415,]  37302        284.3301        170.5330    0.8001716      39280 0.7211739
## [416,]  58357        338.3210        220.4644    0.7585260      59383 0.7381729
## [417,]  33615        254.4722        171.0011    0.7405664      35376 0.7880486
## [418,]  47555        330.8993        186.2529    0.8265462      50165 0.6807088
## [419,]  71762        387.6741        236.8736    0.7916212      73593 0.7016779
## [420,]  84677        401.6681        269.6684    0.7411212      86777 0.7510288
## [421,]  86421        367.1703        300.7940    0.5734766      87929 0.7486227
## [422,]  90191        431.3670        272.7514    0.7747273      93719 0.6250243
## [423,]  34638        251.7422        178.3411    0.7057837      35824 0.7493996
## [424,]  39275        274.0660        185.4113    0.7364238      40747 0.7125621
## [425,]  41458        281.8249        192.6741    0.7297950      42792 0.6827734
## [426,]  85954        405.9152        272.0833    0.7420938      87690 0.7148180
## [427,]  56589        343.9348        213.1333    0.7848457      58274 0.6598531
## [428,]  39622        280.1125        185.1922    0.7502668      40539 0.7330077
## [429,]  48093        329.9357        187.0417    0.8237842      49367 0.7451081
## [430,]  67404        349.0113        247.6903    0.7045127      69607 0.7450261
## [431,]  57838        350.2855        214.8025    0.7899113      59449 0.6740397
## [432,]  58570        355.3995        214.5675    0.7971844      60494 0.6575579
## [433,]  60199        375.2797        205.4141    0.8368956      61711 0.7362891
## [434,]  74254        402.5265        241.2834    0.8004328      76702 0.7264705
## [435,]  63718        407.5659        200.2610    0.8709573      65950 0.7229673
## [436,]  28216        245.4013        150.2456    0.7906685      30316 0.6222928
## [437,]  79055        395.3687        258.2760    0.7571393      82562 0.7195060
## [438,]  86141        414.1072        266.9075    0.7645728      87883 0.7187401
## [439,]  82873        449.4093        239.6141    0.8460046      85648 0.7007695
## [440,]  98485        387.7628        325.7372    0.5425210     100682 0.7298645
## [441,]  53633        313.4800        218.6686    0.7165340      55147 0.7284321
## [442,]  63191        335.2417        243.9724    0.6858417      64898 0.7046040
## [443,]  58545        325.1886        231.9558    0.7008628      60738 0.7005001
## [444,]  68931        381.6717        231.5282    0.7949950      71336 0.6793105
## [445,]  67874        360.0235        243.2720    0.7371662      69889 0.6783194
## [446,]  61200        323.1744        246.2883    0.6474699      64553 0.7074490
## [447,]  87089        396.4869        280.2454    0.7073919      88754 0.7422316
## [448,]  59589        383.5712        201.3819    0.8510910      62974 0.6840818
## [449,]  50312        354.2356        182.3121    0.8573923      52070 0.6233522
## [450,]  41995        259.2089        210.3508    0.5843375      43443 0.7297006
## [451,] 137583        649.5415        273.2603    0.9072011     142650 0.7316377
## [452,] 117592        533.2929        288.5583    0.8409660     123587 0.7300677
## [453,]  95546        487.1783        251.9602    0.8558749      99166 0.7227820
## [454,]  96582        446.7052        278.3255    0.7821716     100113 0.7065976
## [455,]  61409        403.7013        209.3659    0.8550074      67286 0.5973929
## [456,] 154242        585.9281        337.5992    0.8173238     158371 0.7216000
## [457,] 134303        600.7663        288.3849    0.8772529     138133 0.7424362
## [458,] 112378        528.4003        272.7787    0.8564470     115602 0.6147055
## [459,] 124579        439.9605        371.0262    0.5374163     128307 0.6982502
## [460,]  83107        507.3809        233.1538    0.8881652      93706 0.4910020
## [461,] 107178        508.7479        270.4624    0.8469807     110611 0.6329086
## [462,]  64391        449.5559        187.1224    0.9092556      68813 0.6342691
## [463,] 126781        659.4426        249.5448    0.9256349     132802 0.7366620
## [464,]  45051        323.5893        180.0697    0.8308635      46532 0.8306322
## [465,] 119026        612.7444        250.9270    0.9123041     123463 0.6157451
## [466,]  67579        402.3102        217.0587    0.8419659      70809 0.7031130
## [467,]  97019        559.5992        228.6418    0.9127219     101539 0.5734526
## [468,] 184784        740.1087        320.5878    0.9013155     192699 0.6453533
## [469,] 168276        656.0994        328.4869    0.8656403     174282 0.6815387
## [470,] 195383        755.0129        335.7905    0.8956558     204472 0.7287691
## [471,]  65253        418.9979        205.7562    0.8711216      69700 0.6662548
## [472,] 120255        471.8135        326.5463    0.7217931     123486 0.7238870
## [473,] 108161        485.1026        286.0332    0.8076703     111765 0.7079063
## [474,] 157877        613.8737        328.3133    0.8449646     161901 0.6413228
## [475,]  83800        440.8337        245.3819    0.8307596      86346 0.6571621
## [476,] 177264        619.9585        366.7632    0.8062366     180994 0.6832194
## [477,] 127245        530.3041        309.1215    0.8125340     130649 0.6790964
## [478,] 108314        455.6059        311.1711    0.7304342     112497 0.6869447
## [479,] 128947        572.8016        289.0222    0.8633670     132108 0.6044088
## [480,] 189637        636.7524        403.7193    0.7733095     209580 0.6137855
## [481,] 137508        604.1144        292.0961    0.8753382     141818 0.6015223
## [482,]  75173        365.8032        267.5828    0.6818482      78359 0.6799540
## [483,] 115859        488.4889        305.0908    0.7809765     120546 0.7426431
## [484,]  92188        374.7202        324.3026    0.5009907      95920 0.7475996
## [485,] 153824        536.6070        369.2865    0.7255325     159063 0.7390836
## [486,]  85492        437.0140        250.8926    0.8187806      89018 0.7233438
## [487,] 106312        464.3324        295.3168    0.7716866     111089 0.7296837
## [488,] 210923        984.0455        367.2795    0.9277371     278217 0.5073521
## [489,]  89138        507.1434        226.2166    0.8950028      93549 0.7383863
## [490,]  83567        465.1015        230.9042    0.8680597      86859 0.6092221
## [491,] 171256        531.3732        412.3828    0.6306467     174277 0.7019149
## [492,]  77105        419.9537        238.8395    0.8225256      80497 0.6689948
## [493,] 100443        457.5699        283.6113    0.7847435     104186 0.6737885
## [494,]  72606        424.4720        223.2326    0.8505423      76975 0.6838526
## [495,]  83555        457.5465        235.0999    0.8578936      86694 0.7112274
## [496,] 146268        588.0092        321.6080    0.8371693     150416 0.6954215
## [497,] 113608        559.2668        264.0287    0.8815461     118098 0.6278628
## [498,]  75058        424.7637        228.8458    0.8424591      78952 0.6854612
## [499,] 116406        612.6653        251.8328    0.9116152     125638 0.5262596
## [500,] 100319        480.7790        267.6689    0.8306868     104255 0.6396141
## [501,] 143386        469.2765        397.3102    0.5321595     146328 0.7502603
## [502,] 164782        660.3642        322.6209    0.8725359     169000 0.7577577
## [503,]  71639        400.4140        231.6201    0.8157166      76252 0.6424619
## [504,] 141220        575.6824        316.6212    0.8351693     144300 0.6591519
## [505,]  88290        514.4362        221.4448    0.9026091      92317 0.5551573
## [506,] 102569        515.3952        259.1942    0.8643424     106888 0.5732418
## [507,] 182160        997.2919        271.8724    0.9621244     221527 0.3798561
## [508,] 208264        675.0983        395.5793    0.8103414     212813 0.7717483
## [509,] 133101        641.5097        265.3140    0.9104689     136793 0.5824964
## [510,] 169009        719.5059        301.5651    0.9079271     174718 0.7169266
## [511,]  81901        450.8275        237.2090    0.8503834      85000 0.5831079
## [512,]  80678        457.9252        229.7036    0.8650892      85201 0.6073596
## [513,] 101661        440.9818        295.5307    0.7422119     105429 0.7132904
## [514,]  82207        451.0060        235.1598    0.8533053      84780 0.6294371
## [515,] 166275        602.3078        356.2363    0.8063400     168292 0.7192821
## [516,] 188651        621.0127        390.3076    0.7778081     192922 0.7471563
## [517,] 202118        684.6030        379.7193    0.8320796     209242 0.7172188
## [518,]  97375        468.9040        268.2670    0.8201734     100169 0.6947169
## [519,]  64303        442.7453        187.0290    0.9063954      67199 0.6862354
## [520,]  86715        440.4743        254.3360    0.8164515      89920 0.7353714
## [521,] 155702        655.3990        304.6121    0.8854295     160709 0.6970462
## [522,]  84295        458.8440        238.2890    0.8545770      88521 0.7084506
## [523,] 177206        699.6183        328.1121    0.8832049     181412 0.7391529
## [524,] 110897        518.7876        275.2605    0.8476322     115550 0.7304361
## [525,]  56903        360.8153        204.0377    0.8247546      59797 0.7184269
## [526,] 113029        558.5162        265.2842    0.8799964     116783 0.6620918
## [527,]  69579        398.5967        224.5785    0.8261686      71648 0.7193859
## [528,] 163442        594.7592        351.4257    0.8067664     167471 0.7046858
## [529,] 114289        580.6008        261.7637    0.8925999     120657 0.6494874
## [530,]  74652        424.9807        231.6043    0.8384516      79014 0.5926173
## [531,]  90559        473.5758        246.9200    0.8533156      95477 0.6732310
## [532,] 104352        562.3359        239.4026    0.9048508     107968 0.6680666
## [533,]  82161        441.7956        246.8101    0.8294020      86909 0.6302430
## [534,] 131816        532.7314        322.6830    0.7956823     138992 0.7221924
## [535,] 163082        696.1490        302.2224    0.9008480     167442 0.7637786
## [536,]  77012        425.2194        239.4696    0.8263431      81325 0.6542798
## [537,]  81604        528.5859        204.7395    0.9219393      87172 0.4914601
## [538,]  82853        430.1150        251.1757    0.8117728      85292 0.7464369
## [539,] 145693        591.1801        321.4312    0.8392725     151644 0.6485275
## [540,]  96443        541.2001        232.5480    0.9029767     101271 0.5534114
## [541,] 168620        730.7610        295.5005    0.9145939     172003 0.7967303
## [542,] 193032        661.1488        376.4322    0.8220878     197672 0.6311205
## [543,] 140897        588.0709        308.0258    0.8518473     146231 0.7339991
## [544,] 118988        483.3400        315.2485    0.7580218     122375 0.7844673
## [545,] 103666        456.3827        293.9224    0.7650034     107992 0.6472652
## [546,]  68231        394.6465        228.1610    0.8159375      71591 0.6645273
## [547,]  88928        395.7250        300.2270    0.6514683      93821 0.6710636
## [548,] 117077        496.1308        314.5474    0.7733322     123305 0.7088316
## [549,] 123056        618.1418        256.9501    0.9095103     128101 0.6412841
## [550,]  94455        496.8950        245.2439    0.8697159      97496 0.7198875
## [551,]  89311        429.2791        270.8593    0.7758127      94720 0.6826492
## [552,]  68982        400.7369        223.9077    0.8293430      73278 0.7287652
## [553,] 204864        596.6398        440.4971    0.6744762     209457 0.7510090
## [554,]  83693        437.7349        245.4243    0.8280402      87230 0.7028595
## [555,]  75529        418.5185        233.9902    0.8291059      79168 0.6586697
## [556,] 121034        518.7204        305.7358    0.8078386     125665 0.7066647
## [557,] 105192        440.5629        305.7918    0.7198850     107313 0.7369018
## [558,]  77402        469.4593        215.0800    0.8888780      80680 0.6213285
## [559,]  87857        380.7765        300.9086    0.6127845      90968 0.7284992
## [560,] 139399        522.4680        348.2822    0.7454071     144034 0.6936309
## [561,] 178334        626.0642        366.2370    0.8110454     181715 0.7894518
## [562,] 144084        555.9210        332.1239    0.8019211     149076 0.7294211
## [563,]  84975        511.8747        215.4482    0.9071069      88730 0.6296123
## [564,] 118043        493.7652        308.0001    0.7816012     122903 0.6755969
## [565,] 102769        515.6081        261.1367    0.8622614     109161 0.6502309
## [566,] 136960        559.2959        313.3099    0.8283667     139458 0.7221420
## [567,] 113206        548.9710        264.2585    0.8765172     116787 0.7258610
## [568,] 155057        610.6780        325.5077    0.8460984     159681 0.7610570
## [569,] 116715        571.0488        278.8374    0.8726815     127342 0.6026177
## [570,]  91146        498.3918        241.8968    0.8743174      97149 0.6728926
## [571,] 101223        496.5335        276.8662    0.8301109     109593 0.7136119
## [572,]  79492        422.5673        243.1163    0.8179203      82708 0.6373535
## [573,]  93234        452.9265        268.7631    0.8049135      97428 0.7159070
## [574,] 167279        690.0720        311.9957    0.8919569     171794 0.5786739
## [575,] 193558        769.4251        321.6858    0.9084075     197851 0.6059158
## [576,] 146175        592.9085        319.0201    0.8429068     149156 0.6328333
## [577,] 108076        516.0732        270.7434    0.8513352     112975 0.6988154
## [578,] 131811        573.5418        295.4231    0.8571388     135814 0.7115073
## [579,] 129038        540.8148        306.8178    0.8234940     134796 0.6487582
## [580,] 130868        613.1726        273.1819    0.8952710     134139 0.5367842
## [581,] 206720        713.4725        373.6425    0.8519054     210114 0.7805762
## [582,] 205497        632.7276        414.1883    0.7559688     209486 0.7692887
## [583,] 146420        598.0727        314.3906    0.8506867     149403 0.7467360
## [584,] 126014        523.1864        309.1168    0.8067924     130059 0.7362265
## [585,] 101103        484.1659        269.1459    0.8312519     105500 0.6700000
## [586,]  61444        371.6938        213.1798    0.8191803      64321 0.7374725
## [587,] 160605        630.6173        330.7711    0.8513984     167411 0.7231853
## [588,] 100649        433.3669        300.4578    0.7206390     103883 0.7247192
## [589,] 112808        542.5048        267.2019    0.8702934     116961 0.7431553
## [590,] 105951        521.1128        267.7271    0.8579338     111368 0.7335600
## [591,] 177916        581.7097        394.5247    0.7348629     181352 0.7372067
## [592,] 109254        483.1637        289.8287    0.8001080     111624 0.7401030
## [593,] 128574        601.8002        276.2482    0.8884175     135975 0.6740022
## [594,] 124166        525.9454        304.1565    0.8158211     126960 0.7289988
## [595,] 133784        581.2869        300.6357    0.8558707     139806 0.6795896
## [596,]  80481        481.0640        217.5612    0.8918912      85153 0.7149736
## [597,]  63491        326.6329        248.3224    0.6496313      64892 0.7343566
## [598,] 109791        477.0335        294.5338    0.7866274     112766 0.7447800
## [599,]  89236        389.6817        295.3319    0.6523941      92014 0.6969929
## [600,] 152267        598.9676        331.2490    0.8331592     157353 0.5940504
## [601,]  89721        530.1566        223.4999    0.9067943      95252 0.5474331
## [602,] 129493        497.7881        339.5263    0.7312870     136555 0.6475298
## [603,]  74966        465.3608        209.2796    0.8931722      78159 0.7124149
## [604,] 136180        551.4538        316.4698    0.8189375     139701 0.7298902
## [605,] 102013        453.8935        292.1302    0.7653540     106036 0.6378284
## [606,] 169078        644.9313        336.5716    0.8530238     173362 0.6829889
## [607,]  78304        390.9731        262.7704    0.7404664      82394 0.6232857
## [608,]  54321        395.0118        182.3240    0.8871059      58632 0.6250690
## [609,] 101439        524.8172        251.1606    0.8780507     107520 0.7333116
## [610,] 118787        562.2810        273.3299    0.8738981     125083 0.6437134
## [611,]  85517        410.6221        269.8172    0.7538089      88349 0.7029411
## [612,]  72653        403.1910        231.0557    0.8195080      74718 0.6638979
## [613,] 126515        595.3426        277.9093    0.8843599     134574 0.7129775
## [614,] 117714        480.6297        314.0265    0.7570432     120922 0.7243002
## [615,]  62451        337.2900        237.7054    0.7094549      64499 0.6962751
## [616,] 107895        462.0461        300.5590    0.7595100     110755 0.7640477
## [617,] 199015        615.4172        413.9275    0.7400094     201464 0.7685698
## [618,] 130388        511.8976        326.3124    0.7704863     132727 0.7191837
## [619,] 106440        501.0443        273.1941    0.8382739     108790 0.7507512
## [620,] 109878        541.9484        260.0836    0.8773206     112825 0.6891927
## [621,]  78984        427.4943        236.8826    0.8324377      82328 0.6984172
## [622,] 135899        625.3482        286.8999    0.8885477     144444 0.6325886
## [623,] 193818        678.5596        367.9004    0.8402634     201241 0.7915462
## [624,] 137788        654.4703        272.3013    0.9093355     141442 0.7064312
## [625,]  71800        431.0086        218.7158    0.8616806      77521 0.6481548
## [626,]  96210        482.5120        262.6744    0.8388327     102157 0.6865865
## [627,] 103057        548.4052        241.1232    0.8981541     107983 0.7156537
## [628,] 104602        478.2227        279.3610    0.8116348     106906 0.7799135
## [629,] 105467        465.5738        290.2024    0.7819652     109052 0.7303809
## [630,]  83059        440.5600        243.6365    0.8331709      88806 0.6858089
## [631,]  99378        466.3975        275.5756    0.8067741     102653 0.6870381
## [632,]  90585        489.6478        239.3503    0.8723839      95774 0.6723447
## [633,]  83065        444.9996        241.3312    0.8401735      87785 0.7205500
## [634,]  54357        362.5947        192.9494    0.8466595      56006 0.6999176
## [635,] 169645        731.5619        299.4134    0.9124090     174278 0.7555157
## [636,]  70461        376.1708        243.9548    0.7611965      72819 0.7282791
## [637,] 105347        476.8035        282.0258    0.8063103     108072 0.7690348
## [638,] 160583        630.6452        326.2445    0.8557929     165385 0.7518987
## [639,] 101772        477.9089        273.4044    0.8201946     104567 0.6843379
## [640,]  61123        329.3302        257.2681    0.6242986      70556 0.7232635
## [641,]  90375        480.6325        241.0168    0.8651823      93826 0.6435591
## [642,] 131847        560.4209        302.6407    0.8416497     134950 0.7443138
## [643,]  81998        423.6326        251.2394    0.8051585      83932 0.7294806
## [644,] 105924        497.7006        274.5758    0.8340501     109179 0.7165354
## [645,] 121757        486.5211        323.3517    0.7471814     125067 0.7599126
## [646,] 116198        494.2592        301.6829    0.7921134     118786 0.7193675
## [647,]  86846        459.3960        242.6200    0.8491647      89047 0.7259308
## [648,]  77799        419.3386        238.3433    0.8227669      80688 0.6480010
## [649,]  75242        391.6781        248.0891    0.7738242      77890 0.6681763
## [650,] 113164        486.7664        297.1103    0.7921122     116531 0.7395615
## [651,] 194864        657.8678        378.0585    0.8183836     197430 0.7864269
## [652,] 103313        503.4514        266.4450    0.8484742     108615 0.6670433
## [653,]  98464        488.2150        261.7243    0.8441646     101977 0.6794322
## [654,]  97377        503.9921        252.4996    0.8654477     101317 0.7084231
## [655,] 169880        648.9042        339.1311    0.8525650     177170 0.7137665
## [656,]  69746        370.5605        241.9145    0.7575011      72724 0.7126028
## [657,] 172334        595.8177        375.0205    0.7770640     174610 0.6361113
## [658,] 192815        731.4403        337.1024    0.8874652     196576 0.7343990
## [659,]  92121        432.0619        275.6906    0.7699690      95197 0.7154473
## [660,]  82462        434.5712        244.4575    0.8267798      85611 0.6499109
## [661,]  53325        351.2037        197.2136    0.8274521      56030 0.7061417
## [662,] 151703        595.1071        330.3428    0.8317850     156402 0.6713086
## [663,]  40702        274.1690        191.3784    0.7160677      41924 0.7216155
## [664,]  81480        434.1003        242.7018    0.8291060      84581 0.6740123
## [665,] 104669        546.6728        248.5279    0.8906859     110984 0.6873457
## [666,]  85390        403.7297        272.9703    0.7367902      88615 0.7104998
## [667,] 178692        594.7222        384.0380    0.7635543     181288 0.7470464
## [668,] 104385        488.8976        277.6837    0.8230428     108197 0.7721698
## [669,] 206689        746.1453        355.3007    0.8793470     212569 0.7458089
## [670,]  98166        420.7022        299.5836    0.7020742     100659 0.7074262
## [671,] 156769        662.9666        307.8681    0.8856363     161782 0.7421088
## [672,] 182823        700.0085        337.7067    0.8759333     190749 0.6988914
## [673,]  96139        498.3877        250.1120    0.8649591     100204 0.6753611
## [674,]  99177        494.0552        260.9736    0.8491027     104468 0.6141751
## [675,]  76114        435.3879        224.7276    0.8564952      77824 0.6819273
## [676,] 111056        514.7145        277.8791    0.8417482     114995 0.6707860
## [677,]  51350        342.6553        204.0111    0.8034421      54576 0.6491783
## [678,] 144973        614.8149        304.3315    0.8688947     150534 0.7336690
## [679,] 182788        621.2068        379.4244    0.7917957     188848 0.7330609
## [680,] 128442        585.9820        281.6014    0.8769601     133704 0.7506838
## [681,]  76364        381.8024        258.5880    0.7357233      78977 0.7473478
## [682,] 158808        658.9566        308.5284    0.8836185     162376 0.7266105
## [683,] 106923        591.1158        234.8233    0.9177085     111428 0.5222788
## [684,]  60640        369.2704        218.5287    0.8060958      66145 0.7117204
## [685,]  88257        452.9246        254.4822    0.8272294      92886 0.7360884
## [686,] 102868        430.0261        312.9726    0.6857904     106439 0.7179308
## [687,]  61539        364.2559        220.3620    0.7962522      65462 0.7233925
## [688,] 129292        614.5474        270.0855    0.8982490     133475 0.6896898
## [689,]  57999        311.0225        243.4761    0.6222421      61519 0.6563349
## [690,]  88315        456.7407        248.1500    0.8395348      92046 0.6441930
## [691,]  88250        478.4818        238.3219    0.8671315      92397 0.6066001
## [692,] 141137        600.1261        305.7668    0.8604681     145158 0.5855894
## [693,] 123980        531.8683        332.5762    0.7803860     138078 0.6676216
## [694,]  49371        320.6434        200.2456    0.7810154      52692 0.6751220
## [695,] 172783        820.7240        352.1937    0.9032448     219952 0.4969370
## [696,]  86852        456.4787        248.6069    0.8386837      90550 0.6078540
## [697,]  91464        433.2198        273.2555    0.7759822      93852 0.7177024
## [698,]  93441        396.7908        300.8126    0.6521222      95370 0.7233171
## [699,]  94211        450.0046        269.2866    0.8011912      96340 0.7168478
## [700,] 124630        585.0938        275.4936    0.8822113     128308 0.6818319
## [701,] 116361        554.4901        277.0669    0.8662108     125132 0.7474130
## [702,] 152992        572.7054        341.2457    0.8030968     155411 0.7775248
## [703,] 147843        651.0028        299.7433    0.8876944     155494 0.7193256
## [704,] 135036        582.6875        301.5685    0.8556545     139124 0.6345677
## [705,] 128107        616.9944        267.9807    0.9007526     133001 0.6214834
## [706,]  79975        439.3125        240.4942    0.8368495      83384 0.6911616
## [707,]  60674        345.3152        225.2188    0.7580365      62614 0.7355762
## [708,]  96404        470.1017        264.2362    0.8270808      99678 0.7545474
## [709,] 222915        731.5594        389.9467    0.8460933     227170 0.7705430
## [710,] 108379        482.5656        289.3857    0.8002387     111707 0.7027102
## [711,]  62562        407.9393        198.7101    0.8733422      64694 0.6282587
## [712,] 204226        648.2043        402.2833    0.7841179     207198 0.7739879
## [713,]  77985        473.3407        214.0920    0.8918658      82967 0.6743774
## [714,] 104728        495.6717        272.6867    0.8350752     109157 0.7302189
## [715,]  85449        471.1247        238.3287    0.8626087      89794 0.5847705
## [716,]  97558        477.1107        261.9163    0.8358464     100259 0.7770450
## [717,]  97049        548.2208        231.6610    0.9063309     102899 0.6163015
## [718,]  58870        355.1360        212.0295    0.8022135      60490 0.7349563
## [719,]  83889        450.9890        241.3304    0.8447800      88842 0.7298250
## [720,] 110527        514.5888        275.5834    0.8445093     114538 0.6896989
## [721,]  66793        362.2312        236.4044    0.7576733      69506 0.6841092
## [722,]  91665        485.4521        243.0800    0.8656040      95741 0.7000321
## [723,] 126149        478.8771        345.9200    0.6915209     134778 0.6249084
## [724,] 101618        443.4930        293.3842    0.7499182     104508 0.7502418
## [725,]  96442        450.4081        276.9226    0.7886628     100712 0.7030581
## [726,]  79397        434.9941        235.5195    0.8407449      83074 0.6961169
## [727,]  86658        439.2291        258.3043    0.8087986      89048 0.6997578
## [728,] 113046        548.9408        265.3051    0.8754528     116819 0.6771817
## [729,]  53373        330.6772        215.7016    0.7579586      56639 0.6542813
## [730,]  80274        404.3025        256.0625    0.7738706      84523 0.6635421
## [731,]  89431        464.8339        247.3520    0.8466627      92412 0.6247974
## [732,]  84383        403.9094        271.2515    0.7409455      87629 0.6749452
## [733,]  98260        520.1031        245.2098    0.8818854     103918 0.5764571
## [734,] 104656        489.4542        273.4527    0.8293773     106961 0.7416100
## [735,] 100186        462.5059        277.6991    0.7996827     101921 0.6822429
## [736,] 122617        503.6876        322.6225    0.7679406     131499 0.6432536
## [737,] 117301        507.2404        296.8299    0.8108993     122361 0.6184022
## [738,]  48007        302.6110        209.1161    0.7228173      50679 0.6770513
## [739,] 165681        615.2109        346.7022    0.8260818     170954 0.7358237
## [740,]  83929        429.0904        252.0376    0.8093139      87269 0.7048415
## [741,] 109701        546.6353        256.6147    0.8829622     113425 0.5806252
## [742,] 117098        637.7702        237.4718    0.9280936     120417 0.6528657
## [743,] 107082        536.8516        258.7172    0.8762176     112201 0.7295209
## [744,] 102944        477.1675        277.2225    0.8139213     108053 0.7156841
## [745,]  53077        327.2878        212.2311    0.7612539      55532 0.6464133
## [746,]  78161        453.2034        222.6050    0.8710574      81689 0.7334929
## [747,] 122433        585.2942        270.7088    0.8866102     128445 0.5794932
## [748,] 142069        662.7138        275.4397    0.9095366     148697 0.7322767
## [749,]  82585        436.1824        264.8741    0.7945068      93928 0.5884470
## [750,]  96753        477.4997        261.9434    0.8361027      99964 0.6941073
## [751,] 106393        472.3094        287.5939    0.7932394     109501 0.6783883
## [752,] 182122        620.4872        376.4886    0.7948829     187560 0.7218298
## [753,]  49691        336.6781        189.2617    0.8270391      52077 0.7249504
## [754,]  79057        436.3900        236.8954    0.8398281      82642 0.6545971
## [755,] 110785        560.0071        259.3973    0.8862519     116070 0.5585667
## [756,] 171749        671.2546        328.9099    0.8717265     175679 0.7381593
## [757,] 149841        547.4564        354.5846    0.7619000     155682 0.7118473
## [758,]  97513        486.9022        257.2700    0.8490072     100196 0.6889090
## [759,]  97254        422.0441        305.8751    0.6890152     100815 0.6333496
## [760,] 132116        519.6800        325.3325    0.7798033     133811 0.7450711
## [761,] 132730        535.9809        324.9589    0.7952450     139810 0.6885586
## [762,]  68576        377.1369        235.1295    0.7818559      71551 0.7190747
## [763,] 109011        504.3955        277.0340    0.8356650     111306 0.6209330
## [764,] 109438        502.7293        280.3437    0.8300806     113476 0.6354731
## [765,]  76551        394.4426        255.2544    0.7623823      81613 0.6323655
## [766,] 121080        573.4036        270.6325    0.8816116     124432 0.7237904
## [767,]  86202        437.7713        253.9093    0.8146132      90825 0.7051461
## [768,] 134913        639.6016        273.0921    0.9042648     139500 0.7367263
## [769,] 175247        713.0171        316.3985    0.8961526     179961 0.5921627
## [770,] 195281        609.8297        408.5356    0.7424355     197426 0.7696561
## [771,] 131496        506.1154        334.3318    0.7507521     134210 0.7055226
## [772,] 175946        604.5301        372.8498    0.7871514     180289 0.7758376
## [773,]  66265        424.5594        203.3813    0.8777926      70487 0.6280150
## [774,] 106938        498.4339        274.5903    0.8345672     110118 0.7731874
## [775,]  76624        473.9660        207.7370    0.8988311      80356 0.6610076
## [776,]  88747        425.0073        268.6685    0.7748458      92317 0.7613128
## [777,] 165940        624.8450        340.6956    0.8382746     170781 0.7794636
## [778,] 181926        579.9186        400.8017    0.7227263     185474 0.7168085
## [779,] 148073        599.3628        327.0841    0.8379678     152985 0.6901561
## [780,] 103915        516.4855        260.1054    0.8639332     106499 0.6910850
## [781,]  71141        417.1370        219.1853    0.8508236      73629 0.7254548
## [782,] 169494        614.9937        352.2808    0.8196811     172094 0.7401226
## [783,]  47253        360.0192        172.5084    0.8777251      51538 0.7113202
## [784,] 102960        522.3810        252.3654    0.8755619     105956 0.7416585
## [785,]  81570        450.4809        233.6081    0.8550323      84540 0.7332135
## [786,]  62526        357.2051        228.8629    0.7677875      65994 0.7073077
## [787,] 141613        588.3716        311.2962    0.8485714     149492 0.7217935
## [788,] 105961        497.7015        275.9717    0.8321887     109992 0.6975616
## [789,] 125282        536.4990        299.4368    0.8297527     129758 0.7359486
## [790,]  87252        433.4845        261.0666    0.7983065      90160 0.7357946
## [791,] 108771        472.2082        294.4539    0.7817692     111241 0.7700493
## [792,] 138202        556.9819        318.2528    0.8206800     143228 0.6972152
## [793,]  92024        453.7152        260.4861    0.8187726      94643 0.7518608
## [794,]  76708        458.0446        216.3409    0.8814303      78694 0.6583926
## [795,] 105053        490.4096        277.0842    0.8250870     107939 0.6704041
## [796,]  72924        434.2227        220.4918    0.8614838      77356 0.6216032
## [797,]  89169        408.1899        281.3967    0.7244029      93087 0.7138546
## [798,]  93042        470.5658        254.2608    0.8414532      95156 0.6323967
## [799,]  71054        364.7511        249.7234    0.7288810      72956 0.7278482
## [800,]  90675        426.2364        275.2871    0.7634598      92030 0.7401074
## [801,] 137921        598.7610        297.2016    0.8681162     142159 0.7487568
## [802,] 164440        580.7758        362.3456    0.7815048     167563 0.7704273
## [803,]  71502        490.4335        189.4429    0.9223830      75157 0.5005460
## [804,] 144250        606.3518        305.3304    0.8639642     148528 0.8002552
## [805,] 223075        694.2476        411.8104    0.8050735     225916 0.7649405
## [806,]  56244        398.8025        182.8440    0.8887033      58530 0.6563660
## [807,] 142239        614.8345        297.7353    0.8749281     148078 0.6435164
## [808,]  78632        407.9403        245.8212    0.7980501      79715 0.6890110
## [809,]  93430        467.6371        258.9472    0.8326928      98337 0.7129884
## [810,]  97583        522.7866        241.9408    0.8864676     101231 0.7259830
## [811,] 123654        542.4197        293.4732    0.8409939     126325 0.6595302
## [812,]  85894        477.1720        231.0397    0.8749655      89369 0.7303912
## [813,] 235047        772.9569        388.2015    0.8647345     239093 0.7116727
## [814,] 152611        663.1333        297.4180    0.8937808     158488 0.6147150
## [815,]  83932        499.2378        224.4724    0.8932148      88572 0.6708442
## [816,] 117354        520.3266        289.6620    0.8307186     121057 0.7120649
## [817,]  66315        363.5789        234.4545    0.7643078      68906 0.6889441
## [818,]  87663        405.6781        277.4549    0.7295487      89710 0.7436883
## [819,]  95364        481.5644        253.8468    0.8497850      97623 0.7379515
## [820,]  78787        450.2556        228.9125    0.8611177      80567 0.6773764
## [821,] 160451        593.7499        346.7571    0.8117450     163523 0.7852312
## [822,] 121077        521.1910        302.1092    0.8148645     125856 0.7345123
## [823,]  62280        388.5821        205.5144    0.8486948      63596 0.7914400
## [824,] 106897        481.7947        288.6600    0.8006481     109314 0.7159831
## [825,] 111568        491.1121        293.9110    0.8011526     114128 0.7347589
## [826,]  61556        340.7836        231.4352    0.7340213      63181 0.7348040
## [827,]  47609        331.8941        184.2131    0.8318264      49720 0.7481927
## [828,]  61861        345.9436        235.4305    0.7327056      67390 0.7022796
## [829,]  84855        420.3506        275.8810    0.7544899      90768 0.6738053
## [830,] 127292        639.8506        258.3819    0.9148402     129101 0.5347145
## [831,] 125968        522.5438        308.0476    0.8077571     129444 0.7395787
## [832,]  48488        275.3377        226.8022    0.5669914      50103 0.6695943
## [833,]  84774        416.2814        264.0990    0.7729851      90393 0.6976710
## [834,]  78921        376.9878        268.8326    0.7010553      82584 0.7199245
## [835,] 145235        609.6302        306.6080    0.8643207     148876 0.6824953
## [836,]  87039        497.0581        236.2128    0.8798661      96247 0.6369810
## [837,] 181126        949.6627        293.3867    0.9510822     225592 0.4141537
## [838,] 142419        580.4382        318.1806    0.8363650     145899 0.7548577
## [839,]  92619        398.6207        296.8829    0.6673152      95666 0.7429967
## [840,]  68510        348.4010        252.9930    0.6875313      70513 0.6708774
## [841,]  48551        302.8128        205.9634    0.7330569      50748 0.7428244
## [842,]  92472        424.4200        282.2115    0.7469017      95982 0.7461632
## [843,] 100928        465.1799        287.0157    0.7869637     105549 0.6861929
## [844,]  96920        447.5951        277.4359    0.7847308     100285 0.6872589
## [845,]  96762        457.4775        277.3868    0.7952057     101717 0.7886835
## [846,] 151908        594.1828        328.5681    0.8331980     155600 0.7212078
## [847,]  75368        387.8523        250.5845    0.7632677      77706 0.7350968
## [848,] 168269        614.3804        353.4663    0.8179273     173527 0.7562414
## [849,]  99333        422.8769        302.2096    0.6994808     101942 0.7207654
## [850,] 102722        416.8989        317.5428    0.6479556     107169 0.7244198
## [851,] 104468        542.1782        250.0631    0.8872861     108119 0.6469328
## [852,]  73699        408.5856        231.1421    0.8246023      76106 0.7031811
## [853,]  71918        448.5277        207.7512    0.8862617      75002 0.6963738
## [854,] 127933        560.7227        294.6626    0.8507905     130766 0.6677785
## [855,]  73294        445.2461        217.6202    0.8724161      76157 0.6544341
## [856,] 189069        679.4893        357.0473    0.8508158     195810 0.6121432
## [857,] 159064        570.2169        368.2207    0.7635443     165584 0.7819641
## [858,] 120818        492.6065        315.2013    0.7684879     123230 0.6720325
## [859,]  59890        402.4157        194.6688    0.8752059      61673 0.7197106
## [860,] 137593        558.0588        316.7128    0.8233555     142114 0.6777646
## [861,] 166654        607.9965        349.6590    0.8180829     169060 0.7535177
## [862,]  55858        298.8589        239.8994    0.5963587      58630 0.6814527
## [863,] 105308        473.3134        284.1706    0.7997105     108094 0.7870141
## [864,]  67468        424.5637        207.8231    0.8720044      70674 0.6116939
## [865,] 132680        549.8653        308.3923    0.8279170     136612 0.6506537
## [866,] 154197        582.6122        343.2602    0.8080059     160008 0.7622195
## [867,] 225043        740.0037        390.3009    0.8495979     229195 0.7441874
## [868,]  66613        433.1942        199.8147    0.8872655      70454 0.7089506
## [869,] 141559        594.1144        306.3100    0.8568450     146674 0.7644895
## [870,]  77622        460.1429        226.5813    0.8703605      82990 0.6512131
## [871,] 179668        690.4334        332.5533    0.8763589     181954 0.7794031
## [872,] 105091        507.6851        268.0873    0.8492081     108296 0.7002705
## [873,]  66938        356.3233        248.6742    0.7162055      69880 0.7086611
## [874,]  97494        451.7828        278.2800    0.7877776     101878 0.6896957
## [875,] 101770        468.6679        279.8129    0.8022124     103475 0.7851775
## [876,]  88338        504.4822        227.1275    0.8929181      90790 0.7271575
## [877,] 119336        563.5463        275.3558    0.8725009     125523 0.6681560
## [878,] 126019        520.6800        316.1899    0.7945007     130948 0.6945109
## [879,] 154498        621.3515        318.5977    0.8585382     159694 0.7500485
## [880,]  82632        471.3667        227.3932    0.8759442      87501 0.6330790
## [881,] 218459        571.2892        492.2753    0.5074318     228259 0.7319737
## [882,] 150420        607.7097        316.8097    0.8533628     153905 0.6424087
## [883,] 110296        487.6912        289.9248    0.8041071     113271 0.6870997
## [884,] 171264        609.6431        359.2246    0.8079599     174156 0.7717376
## [885,] 110936        500.9313        286.2524    0.8206436     113888 0.7323959
## [886,]  54502        346.4580        204.0812    0.8080963      56464 0.6361111
## [887,] 142415        532.0841        342.4207    0.7654072     144862 0.7706439
## [888,]  94282        494.1630        244.8039    0.8686701      97707 0.7023862
## [889,]  68799        356.5678        253.2547    0.7039427      71879 0.7009292
## [890,]  79058        454.4372        236.9643    0.8532846      82555 0.5782560
## [891,]  85646        469.7748        238.5394    0.8614903      92673 0.6810436
## [892,] 107486        462.8131        296.0912    0.7685713     108914 0.7599675
## [893,] 149703        637.8730        304.6225    0.8785992     154549 0.5938050
## [894,] 187391        660.6556        362.3150    0.8362047     189799 0.7139466
## [895,] 115272        511.4720        291.5913    0.8215738     119773 0.6247602
## [896,]  83248        430.0773        247.8387    0.8172626      85839 0.6687929
## [897,]  87350        440.7357        259.2931    0.8086290      90899 0.6364762
## [898,]  99657        431.7070        298.8373    0.7216841     106264 0.7410985
## [899,]  93523        476.3441        254.1761    0.8457385      97653 0.6587983
## [900,]  85609        512.0818        215.2720    0.9073454      89197 0.6320200
##        Perimeter
##   [1,]  1184.040
##   [2,]  1121.786
##   [3,]  1208.575
##   [4,]   844.162
##   [5,]  1073.251
##   [6,]   881.836
##   [7,]   823.796
##   [8,]   933.366
##   [9,]   849.728
##  [10,]   981.544
##  [11,]  1176.305
##  [12,]   818.873
##  [13,]   803.748
##  [14,]  1042.770
##  [15,]  1084.729
##  [16,]   751.413
##  [17,]  1028.445
##  [18,]   981.509
##  [19,]   814.680
##  [20,]  1061.321
##  [21,]  1035.501
##  [22,]   928.272
##  [23,]  1106.355
##  [24,]   971.769
##  [25,]  1181.921
##  [26,]  1059.186
##  [27,]  1010.474
##  [28,]   964.603
##  [29,]  1063.868
##  [30,]   982.788
##  [31,]  1162.877
##  [32,]   828.697
##  [33,]  1075.792
##  [34,]   972.472
##  [35,]   844.312
##  [36,]   784.912
##  [37,]   926.095
##  [38,]   968.729
##  [39,]  1100.676
##  [40,]   843.764
##  [41,]  1201.390
##  [42,]  1036.940
##  [43,]  1095.283
##  [44,]  1135.662
##  [45,]  1141.189
##  [46,]   992.114
##  [47,]  1022.568
##  [48,]   790.427
##  [49,]   870.387
##  [50,]   902.624
##  [51,]   845.786
##  [52,]  1340.897
##  [53,]  1030.155
##  [54,]   901.102
##  [55,]  1298.188
##  [56,]   861.580
##  [57,]   952.023
##  [58,]   936.371
##  [59,]  1039.551
##  [60,]   619.074
##  [61,]  1003.374
##  [62,]   868.060
##  [63,]  1157.330
##  [64,]   997.989
##  [65,]   990.547
##  [66,]   981.517
##  [67,]   912.153
##  [68,]  1179.694
##  [69,]   903.308
##  [70,]  1069.770
##  [71,]  1255.245
##  [72,]  1054.198
##  [73,]  1086.857
##  [74,]  1049.093
##  [75,]   894.480
##  [76,]   873.777
##  [77,]  1081.339
##  [78,]   814.182
##  [79,]  1091.754
##  [80,]   860.402
##  [81,]   896.728
##  [82,]   957.132
##  [83,]   991.612
##  [84,]  1176.600
##  [85,]  1100.836
##  [86,]  2253.557
##  [87,]  1034.183
##  [88,]   755.822
##  [89,]   750.909
##  [90,]   867.582
##  [91,]   889.626
##  [92,]   933.896
##  [93,]  1140.684
##  [94,]   989.016
##  [95,]   934.547
##  [96,]   769.242
##  [97,]  1045.658
##  [98,]   920.573
##  [99,]   860.548
## [100,]  1012.365
## [101,]  1114.736
## [102,]   978.850
## [103,]   911.857
## [104,]   973.259
## [105,]   966.329
## [106,]   842.121
## [107,]   872.289
## [108,]  1035.022
## [109,]  1115.811
## [110,]   975.425
## [111,]  1187.338
## [112,]   883.973
## [113,]   877.799
## [114,]   847.664
## [115,]  1259.451
## [116,]  1144.973
## [117,]  1154.540
## [118,]  1136.669
## [119,]  1013.202
## [120,]  1075.271
## [121,]  1051.020
## [122,]   923.190
## [123,]   855.997
## [124,]   977.425
## [125,]  1223.904
## [126,]   930.627
## [127,]   993.050
## [128,]   900.109
## [129,]   861.179
## [130,]  1193.280
## [131,]  1048.675
## [132,]  1003.769
## [133,]   875.174
## [134,]   893.451
## [135,]   922.011
## [136,]   953.496
## [137,]  1212.667
## [138,]   998.437
## [139,]   965.068
## [140,]  1252.875
## [141,]   845.128
## [142,]   938.705
## [143,]  1096.751
## [144,]   851.632
## [145,]   847.792
## [146,]  1066.388
## [147,]  1073.768
## [148,]   922.878
## [149,]   790.531
## [150,]   993.455
## [151,]   879.832
## [152,]   925.795
## [153,]  1051.266
## [154,]  1071.385
## [155,]  1070.053
## [156,]  1153.434
## [157,]   810.195
## [158,]   950.721
## [159,]   791.464
## [160,]   846.833
## [161,]   857.776
## [162,]   906.666
## [163,]  1075.279
## [164,]  1252.762
## [165,]  1101.502
## [166,]   978.631
## [167,]   928.217
## [168,]   798.515
## [169,]  1183.447
## [170,]   848.487
## [171,]  1157.001
## [172,]   988.273
## [173,]   948.233
## [174,]  1097.292
## [175,]   912.259
## [176,]  1127.409
## [177,]  1139.446
## [178,]   862.778
## [179,]   777.663
## [180,]   848.422
## [181,]  1176.287
## [182,]  1024.993
## [183,]   953.445
## [184,]   867.446
## [185,]  1057.448
## [186,]   817.410
## [187,]   747.161
## [188,]   906.829
## [189,]  1015.771
## [190,]  1102.423
## [191,]  1059.644
## [192,]  1094.590
## [193,]   734.102
## [194,]  1120.963
## [195,]   820.714
## [196,]  1122.160
## [197,]  1001.236
## [198,]  1070.062
## [199,]   966.438
## [200,]   916.044
## [201,]   945.523
## [202,]   958.627
## [203,]  1063.377
## [204,]  1050.909
## [205,]  1001.714
## [206,]  1040.788
## [207,]   762.439
## [208,]   975.553
## [209,]   763.979
## [210,]   834.328
## [211,]   869.795
## [212,]   891.528
## [213,]   949.936
## [214,]   944.879
## [215,]   898.546
## [216,]   947.541
## [217,]   883.044
## [218,]  1057.897
## [219,]  1131.096
## [220,]   869.188
## [221,]   875.764
## [222,]  1048.186
## [223,]   904.508
## [224,]  1198.259
## [225,]  1113.144
## [226,]  1110.378
## [227,]  1216.535
## [228,]  1020.029
## [229,]  1065.191
## [230,]  1056.740
## [231,]   931.430
## [232,]   895.745
## [233,]  1169.983
## [234,]   750.365
## [235,]   877.430
## [236,]   737.468
## [237,]   799.991
## [238,]   929.471
## [239,]   870.063
## [240,]   849.225
## [241,]   895.040
## [242,]   877.020
## [243,]   931.117
## [244,]   968.360
## [245,]  1094.576
## [246,]   929.115
## [247,]   907.025
## [248,]   926.255
## [249,]  1004.245
## [250,]   868.951
## [251,]  1110.440
## [252,]   813.276
## [253,]   770.590
## [254,]   793.005
## [255,]  1095.055
## [256,]   804.559
## [257,]   966.493
## [258,]   802.261
## [259,]  1050.012
## [260,]   761.949
## [261,]   979.447
## [262,]   860.580
## [263,]   785.843
## [264,]   875.267
## [265,]   974.079
## [266,]  1092.709
## [267,]   945.191
## [268,]  1042.257
## [269,]  1004.349
## [270,]  1037.399
## [271,]   893.644
## [272,]  1179.024
## [273,]  1180.478
## [274,]  1030.869
## [275,]   884.495
## [276,]   699.415
## [277,]  1112.212
## [278,]  1014.789
## [279,]   840.167
## [280,]  1075.307
## [281,]   927.048
## [282,]  1032.358
## [283,]   887.109
## [284,]  1099.512
## [285,]  1055.302
## [286,]   940.220
## [287,]  1174.166
## [288,]  1050.867
## [289,]  1071.612
## [290,]   941.486
## [291,]  2098.263
## [292,]  1002.035
## [293,]  1050.221
## [294,]  1148.651
## [295,]  1024.256
## [296,]   978.434
## [297,]   915.496
## [298,]   921.613
## [299,]  1228.366
## [300,]   737.637
## [301,]  1120.019
## [302,]   903.769
## [303,]  1040.716
## [304,]  1103.153
## [305,]   970.754
## [306,]   989.499
## [307,]  1018.553
## [308,]   915.939
## [309,]   972.971
## [310,]   833.117
## [311,]   950.717
## [312,]   901.170
## [313,]   948.889
## [314,]   769.691
## [315,]   977.085
## [316,]   843.960
## [317,]   875.659
## [318,]   754.022
## [319,]   944.713
## [320,]   919.044
## [321,]   998.470
## [322,]   909.604
## [323,]   854.724
## [324,]  1048.486
## [325,]   989.581
## [326,]   754.366
## [327,]  1074.702
## [328,]  1006.220
## [329,]   940.413
## [330,]  1100.850
## [331,]   973.599
## [332,]   921.762
## [333,]   970.932
## [334,]   946.487
## [335,]  1052.159
## [336,]   928.274
## [337,]  1026.686
## [338,]  1168.247
## [339,]  1140.399
## [340,]   867.003
## [341,]   781.970
## [342,]  1196.030
## [343,]   934.684
## [344,]  1036.517
## [345,]  1010.809
## [346,]  1114.880
## [347,]   850.782
## [348,]   981.059
## [349,]  1189.483
## [350,]  1073.138
## [351,]   855.392
## [352,]  1141.296
## [353,]   820.106
## [354,]   930.619
## [355,]  1084.306
## [356,]  1024.207
## [357,]   908.357
## [358,]  1026.109
## [359,]  1097.299
## [360,]  1008.276
## [361,]   928.016
## [362,]   841.666
## [363,]   995.692
## [364,]  1230.233
## [365,]  1017.749
## [366,]   840.545
## [367,]   989.917
## [368,]   916.396
## [369,]  1106.033
## [370,]   941.429
## [371,]   713.775
## [372,]  1011.054
## [373,]  1099.568
## [374,]  1202.369
## [375,]  1006.028
## [376,]   998.793
## [377,]  1033.870
## [378,]   757.295
## [379,]   943.599
## [380,]  1113.607
## [381,]  1112.784
## [382,]   718.847
## [383,]   678.815
## [384,]  1006.375
## [385,]  1065.680
## [386,]   836.109
## [387,]  1018.353
## [388,]  1079.752
## [389,]  1079.973
## [390,]  1014.268
## [391,]   907.423
## [392,]  1120.777
## [393,]   894.039
## [394,]  1047.037
## [395,]  1176.657
## [396,]   727.561
## [397,]  1103.236
## [398,]  1073.916
## [399,]  1163.528
## [400,]   983.385
## [401,]   909.681
## [402,]   798.546
## [403,]   897.111
## [404,]  1165.084
## [405,]  1074.108
## [406,]   897.796
## [407,]   971.938
## [408,]  1046.520
## [409,]  1130.673
## [410,]  1254.861
## [411,]   979.727
## [412,]  1068.375
## [413,]   935.816
## [414,]   910.837
## [415,]   761.131
## [416,]   915.379
## [417,]   719.935
## [418,]   873.837
## [419,]  1038.741
## [420,]  1118.999
## [421,]  1080.007
## [422,]  1179.374
## [423,]   713.940
## [424,]   772.501
## [425,]   782.362
## [426,]  1104.717
## [427,]   931.451
## [428,]   766.531
## [429,]   858.386
## [430,]   997.276
## [431,]   939.149
## [432,]   962.708
## [433,]   971.185
## [434,]  1080.034
## [435,]  1023.064
## [436,]   683.004
## [437,]  1114.488
## [438,]  1146.164
## [439,]  1148.363
## [440,]  1193.908
## [441,]   882.669
## [442,]   977.095
## [443,]   966.758
## [444,]  1067.692
## [445,]  1035.277
## [446,]   997.264
## [447,]  1154.562
## [448,]  1043.187
## [449,]   961.439
## [450,]   801.526
## [451,]  1590.354
## [452,]  1432.006
## [453,]  1276.807
## [454,]  1216.979
## [455,]  1083.477
## [456,]  1530.315
## [457,]  1497.515
## [458,]  1366.740
## [459,]  1373.537
## [460,]  1367.331
## [461,]  1325.947
## [462,]  1177.714
## [463,]  1552.540
## [464,]   836.625
## [465,]  1486.769
## [466,]  1051.553
## [467,]  1383.647
## [468,]  1791.568
## [469,]  1685.283
## [470,]  1893.414
## [471,]  1075.404
## [472,]  1322.814
## [473,]  1305.144
## [474,]  1604.103
## [475,]  1170.091
## [476,]  1652.694
## [477,]  1423.997
## [478,]  1306.577
## [479,]  1446.923
## [480,]  1870.280
## [481,]  1529.790
## [482,]  1087.034
## [483,]  1351.422
## [484,]  1190.813
## [485,]  1582.146
## [486,]  1182.575
## [487,]  1306.455
## [488,]  2697.753
## [489,]  1262.578
## [490,]  1199.017
## [491,]  1559.214
## [492,]  1131.540
## [493,]  1269.066
## [494,]  1117.107
## [495,]  1159.779
## [496,]  1535.287
## [497,]  1394.088
## [498,]  1130.395
## [499,]  1480.951
## [500,]  1289.209
## [501,]  1422.014
## [502,]  1654.986
## [503,]  1101.879
## [504,]  1507.939
## [505,]  1277.388
## [506,]  1331.797
## [507,]  2303.690
## [508,]  1755.167
## [509,]  1544.712
## [510,]  1781.378
## [511,]  1192.014
## [512,]  1226.244
## [513,]  1268.050
## [514,]  1182.274
## [515,]  1580.961
## [516,]  1698.394
## [517,]  1827.900
## [518,]  1244.252
## [519,]  1081.680
## [520,]  1173.259
## [521,]  1626.909
## [522,]  1202.583
## [523,]  1754.378
## [524,]  1365.577
## [525,]   980.390
## [526,]  1419.577
## [527,]  1071.644
## [528,]  1621.959
## [529,]  1455.893
## [530,]  1157.109
## [531,]  1328.744
## [532,]  1390.730
## [533,]  1222.158
## [534,]  1488.840
## [535,]  1687.178
## [536,]  1131.530
## [537,]  1299.386
## [538,]  1139.840
## [539,]  1595.364
## [540,]  1352.482
## [541,]  1725.003
## [542,]  1744.271
## [543,]  1536.473
## [544,]  1356.398
## [545,]  1332.203
## [546,]  1099.228
## [547,]  1239.540
## [548,]  1419.160
## [549,]  1522.028
## [550,]  1256.322
## [551,]  1234.547
## [552,]  1105.790
## [553,]  1726.246
## [554,]  1177.858
## [555,]  1143.294
## [556,]  1418.304
## [557,]  1244.054
## [558,]  1162.004
## [559,]  1144.344
## [560,]  1471.508
## [561,]  1630.704
## [562,]  1506.255
## [563,]  1246.361
## [564,]  1394.100
## [565,]  1378.308
## [566,]  1458.551
## [567,]  1388.476
## [568,]  1564.694
## [569,]  1488.324
## [570,]  1293.559
## [571,]  1345.426
## [572,]  1122.831
## [573,]  1222.886
## [574,]  1680.121
## [575,]  1865.297
## [576,]  1529.068
## [577,]  1378.774
## [578,]  1457.016
## [579,]  1459.345
## [580,]  1513.352
## [581,]  1866.091
## [582,]  1736.839
## [583,]  1531.955
## [584,]  1396.906
## [585,]  1307.683
## [586,]  1006.984
## [587,]  1679.562
## [588,]  1257.029
## [589,]  1390.400
## [590,]  1377.248
## [591,]  1647.505
## [592,]  1293.225
## [593,]  1508.934
## [594,]  1388.684
## [595,]  1502.661
## [596,]  1219.105
## [597,]   950.297
## [598,]  1290.239
## [599,]  1144.036
## [600,]  1570.502
## [601,]  1295.377
## [602,]  1447.684
## [603,]  1157.089
## [604,]  1461.030
## [605,]  1266.255
## [606,]  1629.634
## [607,]  1137.706
## [608,]  1021.989
## [609,]  1393.213
## [610,]  1459.584
## [611,]  1127.889
## [612,]  1062.070
## [613,]  1461.111
## [614,]  1361.884
## [615,]   963.009
## [616,]  1277.791
## [617,]  1687.866
## [618,]  1393.974
## [619,]  1302.472
## [620,]  1369.202
## [621,]  1169.476
## [622,]  1594.209
## [623,]  1766.873
## [624,]  1562.268
## [625,]  1187.724
## [626,]  1270.564
## [627,]  1391.207
## [628,]  1263.012
## [629,]  1302.361
## [630,]  1238.163
## [631,]  1260.343
## [632,]  1270.266
## [633,]  1182.561
## [634,]   945.828
## [635,]  1753.016
## [636,]  1046.692
## [637,]  1266.876
## [638,]  1646.559
## [639,]  1266.657
## [640,]  1128.077
## [641,]  1251.679
## [642,]  1446.145
## [643,]  1130.427
## [644,]  1295.270
## [645,]  1357.888
## [646,]  1328.070
## [647,]  1173.308
## [648,]  1114.454
## [649,]  1077.419
## [650,]  1313.092
## [651,]  1700.937
## [652,]  1343.017
## [653,]  1259.069
## [654,]  1281.252
## [655,]  1660.677
## [656,]  1027.513
## [657,]  1591.894
## [658,]  1803.686
## [659,]  1193.836
## [660,]  1174.203
## [661,]   934.490
## [662,]  1608.599
## [663,]   771.797
## [664,]  1162.370
## [665,]  1398.545
## [666,]  1156.718
## [667,]  1622.032
## [668,]  1315.843
## [669,]  1876.028
## [670,]  1245.034
## [671,]  1646.525
## [672,]  1789.254
## [673,]  1298.138
## [674,]  1317.687
## [675,]  1100.929
## [676,]  1370.914
## [677,]   930.051
## [678,]  1539.429
## [679,]  1679.075
## [680,]  1499.355
## [681,]  1075.800
## [682,]  1624.343
## [683,]  1425.109
## [684,]  1036.527
## [685,]  1209.622
## [686,]  1251.802
## [687,]  1056.491
## [688,]  1531.744
## [689,]   968.697
## [690,]  1205.863
## [691,]  1217.127
## [692,]  1495.983
## [693,]  1539.944
## [694,]   921.059
## [695,]  2289.889
## [696,]  1207.534
## [697,]  1182.210
## [698,]  1157.771
## [699,]  1194.631
## [700,]  1485.990
## [701,]  1434.389
## [702,]  1500.251
## [703,]  1633.723
## [704,]  1509.374
## [705,]  1513.469
## [706,]  1162.608
## [707,]   987.617
## [708,]  1265.032
## [709,]  1876.307
## [710,]  1316.871
## [711,]  1030.757
## [712,]  1724.662
## [713,]  1214.981
## [714,]  1316.398
## [715,]  1246.200
## [716,]  1229.813
## [717,]  1399.672
## [718,]   940.363
## [719,]  1183.981
## [720,]  1360.821
## [721,]  1024.169
## [722,]  1244.563
## [723,]  1549.185
## [724,]  1238.627
## [725,]  1239.314
## [726,]  1148.633
## [727,]  1184.581
## [728,]  1385.645
## [729,]   936.823
## [730,]  1153.618
## [731,]  1198.853
## [732,]  1140.605
## [733,]  1345.687
## [734,]  1273.128
## [735,]  1217.831
## [736,]  1429.352
## [737,]  1407.401
## [738,]   889.743
## [739,]  1635.791
## [740,]  1176.227
## [741,]  1405.868
## [742,]  1484.334
## [743,]  1354.715
## [744,]  1339.098
## [745,]   934.708
## [746,]  1161.291
## [747,]  1526.711
## [748,]  1622.580
## [749,]  1320.460
## [750,]  1258.683
## [751,]  1281.378
## [752,]  1695.230
## [753,]   919.419
## [754,]  1148.146
## [755,]  1456.757
## [756,]  1689.585
## [757,]  1544.342
## [758,]  1272.882
## [759,]  1254.468
## [760,]  1393.335
## [761,]  1475.658
## [762,]  1087.108
## [763,]  1297.147
## [764,]  1323.557
## [765,]  1130.405
## [766,]  1418.385
## [767,]  1199.809
## [768,]  1535.248
## [769,]  1739.277
## [770,]  1639.103
## [771,]  1412.020
## [772,]  1622.809
## [773,]  1126.765
## [774,]  1285.854
## [775,]  1205.819
## [776,]  1184.156
## [777,]  1641.140
## [778,]  1628.157
## [779,]  1557.606
## [780,]  1285.063
## [781,]  1085.215
## [782,]  1607.527
## [783,]   940.542
## [784,]  1311.161
## [785,]  1162.256
## [786,]  1006.598
## [787,]  1521.811
## [788,]  1347.989
## [789,]  1404.303
## [790,]  1166.517
## [791,]  1267.646
## [792,]  1576.336
## [793,]  1204.623
## [794,]  1135.680
## [795,]  1297.279
## [796,]  1183.236
## [797,]  1187.085
## [798,]  1216.104
## [799,]  1027.206
## [800,]  1163.021
## [801,]  1510.852
## [802,]  1554.365
## [803,]  1182.852
## [804,]  1547.081
## [805,]  1812.569
## [806,]  1008.134
## [807,]  1553.114
## [808,]  1068.727
## [809,]  1258.966
## [810,]  1298.731
## [811,]  1400.524
## [812,]  1202.493
## [813,]  1942.050
## [814,]  1755.968
## [815,]  1258.062
## [816,]  1374.171
## [817,]  1015.021
## [818,]  1126.518
## [819,]  1225.352
## [820,]  1142.632
## [821,]  1548.609
## [822,]  1403.043
## [823,]   977.906
## [824,]  1284.690
## [825,]  1303.224
## [826,]   956.302
## [827,]   874.091
## [828,]  1063.621
## [829,]  1172.642
## [830,]  1496.062
## [831,]  1414.078
## [832,]   859.326
## [833,]  1209.582
## [834,]  1144.959
## [835,]  1538.316
## [836,]  1271.343
## [837,]  2352.029
## [838,]  1512.658
## [839,]  1173.390
## [840,]  1028.839
## [841,]   862.001
## [842,]  1204.610
## [843,]  1310.510
## [844,]  1229.910
## [845,]  1248.750
## [846,]  1560.016
## [847,]  1078.409
## [848,]  1641.456
## [849,]  1191.348
## [850,]  1261.988
## [851,]  1360.497
## [852,]  1079.578
## [853,]  1091.499
## [854,]  1426.600
## [855,]  1147.600
## [856,]  1831.909
## [857,]  1563.830
## [858,]  1311.522
## [859,]  1034.144
## [860,]  1478.596
## [861,]  1574.164
## [862,]   915.130
## [863,]  1259.934
## [864,]  1105.042
## [865,]  1453.895
## [866,]  1555.816
## [867,]  1853.893
## [868,]  1085.157
## [869,]  1530.598
## [870,]  1205.141
## [871,]  1681.985
## [872,]  1295.591
## [873,]  1022.705
## [874,]  1254.755
## [875,]  1233.824
## [876,]  1230.493
## [877,]  1469.764
## [878,]  1422.242
## [879,]  1585.782
## [880,]  1243.987
## [881,]  1947.460
## [882,]  1557.266
## [883,]  1316.112
## [884,]  1592.095
## [885,]  1319.435
## [886,]   927.283
## [887,]  1449.803
## [888,]  1269.680
## [889,]  1041.270
## [890,]  1175.034
## [891,]  1226.892
## [892,]  1235.078
## [893,]  1596.356
## [894,]  1682.478
## [895,]  1392.653
## [896,]  1129.072
## [897,]  1214.252
## [898,]  1292.828
## [899,]  1258.548
## [900,]  1272.862
is.matrix(raisin_data_matrix)
## [1] TRUE
# Computing the means of each variable in matrices 
colMeans(raisin_data_matrix)
##            Area MajorAxisLength MinorAxisLength    Eccentricity      ConvexArea 
##    8.780413e+04    4.309300e+02    2.544881e+02    7.815422e-01    9.118609e+04 
##          Extent       Perimeter 
##    6.995079e-01    1.165907e+03
# mean value for each column in raisin data matrix 

# Covariance matrix for raisin data matrix
cov(raisin_data_matrix)
##                          Area MajorAxisLength MinorAxisLength  Eccentricity
## Area             1.521165e+09    4.221378e+06    1.767671e+06  1.183972e+03
## MajorAxisLength  4.221378e+06    1.346415e+04    4.222916e+03  6.116279e+00
## MinorAxisLength  1.767671e+06    4.222916e+03    2.498890e+03 -1.249887e-01
## Eccentricity     1.183972e+03    6.116279e+00   -1.249887e-01  8.157415e-03
## ConvexArea       1.583600e+09    4.470629e+06    1.825348e+06  1.282186e+03
## Extent          -2.815116e+01   -1.264820e+00    3.884178e-01 -1.743625e-03
## Perimeter        1.026472e+07    3.106672e+04    1.132335e+04  1.107340e+01
##                    ConvexArea        Extent     Perimeter
## Area             1.583600e+09 -2.815116e+01  1.026472e+07
## MajorAxisLength  4.470629e+06 -1.264820e+00  3.106672e+04
## MinorAxisLength  1.825348e+06  3.884178e-01  1.132335e+04
## Eccentricity     1.282186e+03 -1.743625e-03  1.107340e+01
## ConvexArea       1.662135e+09 -1.194617e+02  1.090014e+07
## Extent          -1.194617e+02  2.858848e-03 -2.538891e+00
## Perimeter        1.090014e+07 -2.538891e+00  7.494690e+04
# Correlation matrix for raisin data matrix
cor(raisin_data_matrix)
##                        Area MajorAxisLength MinorAxisLength Eccentricity
## Area             1.00000000       0.9327744       0.9066499    0.3361066
## MajorAxisLength  0.93277443       1.0000000       0.7280302    0.5836084
## MinorAxisLength  0.90664987       0.7280302       1.0000000   -0.0276835
## Eccentricity     0.33610660       0.5836084      -0.0276835    1.0000000
## ConvexArea       0.99591967       0.9450309       0.8956513    0.3482103
## Extent          -0.01349934      -0.2038656       0.1453215   -0.3610615
## Perimeter        0.96135172       0.9779780       0.8274170    0.4478452
##                  ConvexArea      Extent  Perimeter
## Area             0.99591967 -0.01349934  0.9613517
## MajorAxisLength  0.94503093 -0.20386556  0.9779780
## MinorAxisLength  0.89565132  0.14532153  0.8274170
## Eccentricity     0.34821030 -0.36106149  0.4478452
## ConvexArea       1.00000000 -0.05480247  0.9766122
## Extent          -0.05480247  1.00000000 -0.1734489
## Perimeter        0.97661223 -0.17344893  1.0000000
# -------x------x------x----x------x-----x---------x---------


str(raisin_data)
## spc_tbl_ [900 × 8] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
##  $ Area           : num [1:900] 87524 75166 90856 45928 79408 ...
##  $ MajorAxisLength: num [1:900] 442 407 442 287 352 ...
##  $ MinorAxisLength: num [1:900] 253 243 266 209 291 ...
##  $ Eccentricity   : num [1:900] 0.82 0.802 0.798 0.685 0.564 ...
##  $ ConvexArea     : num [1:900] 90546 78789 93717 47336 81463 ...
##  $ Extent         : num [1:900] 0.759 0.684 0.638 0.7 0.793 ...
##  $ Perimeter      : num [1:900] 1184 1122 1209 844 1073 ...
##  $ Class          : chr [1:900] "Kecimen" "Kecimen" "Kecimen" "Kecimen" ...
##  - attr(*, "spec")=
##   .. cols(
##   ..   Area = col_double(),
##   ..   MajorAxisLength = col_double(),
##   ..   MinorAxisLength = col_double(),
##   ..   Eccentricity = col_double(),
##   ..   ConvexArea = col_double(),
##   ..   Extent = col_double(),
##   ..   Perimeter = col_double(),
##   ..   Class = col_character()
##   .. )
##  - attr(*, "problems")=<externalptr>
attach(raisin_data)


#Get the Correlations between the measurements
cor(raisin_data_nums)
##                        Area MajorAxisLength MinorAxisLength Eccentricity
## Area             1.00000000       0.9327744       0.9066499    0.3361066
## MajorAxisLength  0.93277443       1.0000000       0.7280302    0.5836084
## MinorAxisLength  0.90664987       0.7280302       1.0000000   -0.0276835
## Eccentricity     0.33610660       0.5836084      -0.0276835    1.0000000
## ConvexArea       0.99591967       0.9450309       0.8956513    0.3482103
## Extent          -0.01349934      -0.2038656       0.1453215   -0.3610615
## Perimeter        0.96135172       0.9779780       0.8274170    0.4478452
##                  ConvexArea      Extent  Perimeter
## Area             0.99591967 -0.01349934  0.9613517
## MajorAxisLength  0.94503093 -0.20386556  0.9779780
## MinorAxisLength  0.89565132  0.14532153  0.8274170
## Eccentricity     0.34821030 -0.36106149  0.4478452
## ConvexArea       1.00000000 -0.05480247  0.9766122
## Extent          -0.05480247  1.00000000 -0.1734489
## Perimeter        0.97661223 -0.17344893  1.0000000
# Using prcomp to compute the principal components (eigenvalues and eigenvectors). With scale=TRUE, variable means are set to zero, and variances set to one
raisin_data_pca <- prcomp(raisin_data_nums,scale=TRUE)
raisin_data_pca
## Standard deviations (1, .., p=7):
## [1] 2.19824671 1.20548266 0.79274805 0.23837893 0.14767623 0.08018847 0.03178852
## 
## Rotation (n x k) = (7 x 7):
##                         PC1         PC2          PC3        PC4         PC5
## Area             0.44828422 -0.11609991  0.005483783 -0.1111391 -0.61104765
## MajorAxisLength  0.44323980  0.13658724 -0.100547975  0.4952046  0.08757032
## MinorAxisLength  0.38938118 -0.37492246  0.236043538 -0.6558767  0.38457775
## Eccentricity     0.20297098  0.61082321 -0.628522057 -0.4262986  0.07510412
## ConvexArea       0.45093833 -0.08761633  0.036672403  0.0558117 -0.39241075
## Extent          -0.05636836 -0.66734439 -0.731980930  0.1090526  0.05685884
## Perimeter        0.45082374  0.03417227  0.044300766  0.3398651  0.55515080
##                         PC6         PC7
## Area             0.09983439  0.62436686
## MajorAxisLength  0.68557712 -0.22772863
## MinorAxisLength  0.23903320 -0.12995283
## Eccentricity    -0.05356014 -0.02044403
## ConvexArea      -0.47120104 -0.63914127
## Extent          -0.02345199  0.00161639
## Perimeter       -0.48726906  0.36399975
summary(raisin_data_pca)
## Importance of components:
##                           PC1    PC2     PC3     PC4     PC5     PC6     PC7
## Standard deviation     2.1982 1.2055 0.79275 0.23838 0.14768 0.08019 0.03179
## Proportion of Variance 0.6903 0.2076 0.08978 0.00812 0.00312 0.00092 0.00014
## Cumulative Proportion  0.6903 0.8979 0.98770 0.99582 0.99894 0.99986 1.00000
raisin_data_pca$x
##                 PC1           PC2          PC3           PC4           PC5
##   [1,]  0.076951073 -0.4530761696 -1.088608919  0.0267738442  1.413079e-01
##   [2,] -0.475111731  0.4451208721  0.016363399 -0.1158801649  1.219277e-01
##   [3,]  0.371902131  0.8015624549  0.786050032 -0.2648153561  6.215554e-02
##   [4,] -2.620987667 -0.3023954931  0.482452785  0.0995414716 -1.152667e-01
##   [5,] -0.961519225 -2.9661137960  0.451903015  0.2997163137  1.756736e-01
##   [6,] -2.171955504  0.9238981739  0.344990538 -0.1293424034 -1.391647e-01
##   [7,] -2.550059292  1.3398920897 -0.198602050 -0.1124216709 -2.239044e-01
##   [8,] -1.751482293 -0.9208544036 -0.150325574  0.0243266245 -9.929269e-03
##   [9,] -2.462199822  1.1344298836 -0.817618388 -0.0162719723 -1.404041e-01
##  [10,] -1.259785008  0.6811445705  0.337074197 -0.2024068876 -5.473558e-02
##  [11,] -0.049752921  1.0449823957 -0.298573995 -0.0086470271  7.980028e-02
##  [12,] -2.601221747  0.5899027281 -0.295981802 -0.0532206129 -1.865266e-01
##  [13,] -2.825803420 -0.1532417395  0.576788726  0.0896005571 -2.082087e-01
##  [14,] -1.216069894 -3.0822756312  1.110065860  0.4123305612  1.079293e-01
##  [15,] -0.673474424  0.2173180209  0.329314081 -0.1593275844  7.297542e-02
##  [16,] -3.254523251  0.8085535625 -0.043091917  0.0101416350 -2.839253e-01
##  [17,] -1.133177688  0.2401498192 -1.572105785  0.1243581741  5.692535e-02
##  [18,] -1.351924347 -0.0324006951  0.228626676 -0.1216806275 -1.330176e-02
##  [19,] -2.621030511  0.5189947014 -0.654109346 -0.0279622835 -1.845189e-01
##  [20,] -0.782144951  0.4937635556 -1.112422891  0.0458712198  2.846131e-02
##  [21,] -1.162284438 -0.9756544947  0.097936977  0.0118502985  1.021784e-01
##  [22,] -1.846454972 -0.3332826213 -0.173382137 -0.0127100852 -3.003437e-02
##  [23,] -0.346411038 -0.2555417924  0.566728254 -0.2100455589  6.492543e-02
##  [24,] -2.016633539 -1.9334004289  3.426842132  0.5881453868 -3.352888e-02
##  [25,]  0.430993843 -0.1862007999 -0.014487759 -0.2197324822  1.745424e-02
##  [26,] -0.851444536 -0.9835876935  0.275924460 -0.0558765160  8.748798e-02
##  [27,] -1.314929693 -2.5326225525  0.427520953  0.2491783999  9.140713e-02
##  [28,] -1.619503926 -0.1808847514  0.305090221 -0.0543366581 -4.366843e-03
##  [29,] -0.978501671 -2.9082880109  1.295878288  0.3260558461  9.353194e-02
##  [30,] -1.496620396 -0.2727719965 -0.768401597  0.0021889381  8.603834e-02
##  [31,]  0.038075289 -0.7132900066 -0.697456869 -0.0729069311  1.285588e-01
##  [32,] -2.604173867  0.9469951960 -0.625715193 -0.0329125262 -1.799161e-01
##  [33,] -0.854013766 -1.0658342721  0.442415598 -0.0181695488  1.247972e-01
##  [34,] -1.547431582 -0.4742490370 -0.652725291  0.0058895187  4.038283e-02
##  [35,] -3.211492675 -2.4916076397  3.047945382  1.0629474407 -2.265876e-01
##  [36,] -3.347158755 -2.0349465718  1.087361663  0.6897476487 -1.983029e-01
##  [37,] -2.089654688 -0.8684962570  0.877191937  0.1487948495 -2.451338e-02
##  [38,] -1.579927185  2.1141975305  0.413203973 -0.1630025427 -1.039260e-01
##  [39,] -0.512154997 -0.0981361703 -0.439924654 -0.0839061526  9.561678e-02
##  [40,] -2.614974529 -1.6009880228 -0.009435182  0.2971333940 -7.980822e-02
##  [41,]  0.111802328 -2.1379917626  0.589326739  0.0034939937  2.042304e-01
##  [42,] -1.020892584 -0.6381515179  0.245608393 -0.0771054954  7.456047e-02
##  [43,] -0.706472589 -0.9462724051  0.086936043 -0.0335921870  1.405444e-01
##  [44,] -0.394206396 -3.1686575400  1.701636096  0.2843600801  1.162792e-01
##  [45,] -0.235643804  1.5801010773  0.291119194 -0.1206992478  1.004006e-02
##  [46,] -1.635471292  0.3896727296  1.153514690 -0.0876888576  5.433820e-02
##  [47,] -1.048339792 -0.2886420094 -0.372945704 -0.0823370256  4.463905e-02
##  [48,] -3.222712077 -2.3405742772 -0.726903564  0.5616276357 -8.355993e-02
##  [49,] -2.317235687  0.5551763399 -1.174243744  0.0342718106 -8.041228e-02
##  [50,] -2.108823108  0.1400119417  0.644267036 -0.0433954816 -7.760296e-02
##  [51,] -2.377909865  1.3624324507  0.013001608 -0.1403435560 -1.964782e-01
##  [52,]  1.570878740  0.2131916335  0.107811214 -0.1744142499  1.199249e-02
##  [53,] -0.943803219  1.9173903128  0.396560856 -0.1820048600 -9.070034e-02
##  [54,] -2.146490398  1.8934738001  0.081643423 -0.1136679550 -1.488221e-01
##  [55,]  1.267601054 -0.2617513658  0.343587281 -0.2672562593  5.037740e-02
##  [56,] -2.340718220  0.5909221781  0.429356512 -0.0897581493 -1.322449e-01
##  [57,] -1.934303232 -0.7524082521  1.005190787  0.1192166470  1.433970e-02
##  [58,] -1.902479633  0.5092018274 -0.125742031 -0.0547025878 -2.237302e-02
##  [59,] -1.423446640 -2.1584724173  1.434499897  0.3356638381  1.380101e-01
##  [60,] -3.986276986  1.0119067959 -0.107018603 -0.0023388646 -5.394337e-01
##  [61,] -1.290636670 -0.3625241629  0.599253533 -0.0814645556  1.927141e-02
##  [62,] -2.314909680  0.3424565441 -0.228621419 -0.0333594133 -1.057106e-01
##  [63,] -0.146297984  1.4801533681  0.116125451 -0.0774265943  3.191584e-02
##  [64,] -1.370539922 -0.0498307689  1.078805235 -0.1136714394  1.351538e-02
##  [65,] -1.359669881  1.1532863911 -0.103142656 -0.1154928662 -4.411369e-02
##  [66,] -1.567744113  0.1975115440 -0.012759151 -0.0600824457  2.883971e-02
##  [67,] -1.915144941  0.6629702898  0.155064617 -0.1225957133 -9.928690e-02
##  [68,]  0.236979655  0.7369856768  0.408305482 -0.2252211394  2.728176e-02
##  [69,] -2.149989379 -0.4300022638 -0.768844405  0.0649381373  4.144099e-03
##  [70,] -0.836854991 -0.0159173066 -0.408462476 -0.0578862663  8.306064e-02
##  [71,]  0.633889501  0.1263727460  0.444696889 -0.2115354005  1.748963e-01
##  [72,] -1.179993109  1.1024068771 -0.314535909 -0.0146440598  9.255627e-02
##  [73,] -0.867076210  0.0695460192  0.059013798 -0.0755375159  1.626158e-01
##  [74,] -1.030784979 -0.0785943812 -0.191746753 -0.0651113156  9.071813e-02
##  [75,] -2.156728723 -0.2020514368  0.438527359  0.0047340986 -7.313518e-02
##  [76,] -2.270459100 -0.1613224525 -0.227775198  0.0094788030 -8.403732e-02
##  [77,] -0.696459099 -0.5818985677 -0.585349591 -0.0436384729  1.135901e-01
##  [78,] -2.718777998  0.0775455946 -0.520110496  0.0307671733 -1.438037e-01
##  [79,] -0.510139531 -0.1820300082 -1.298697587  0.0348457651  8.497374e-02
##  [80,] -2.352779351 -0.2441492279 -1.470638894  0.0805998854 -5.627480e-02
##  [81,] -2.061764861  0.5558171842 -0.185760840 -0.0797913154 -8.373430e-02
##  [82,] -1.848978113  0.0830441492 -0.054074548 -0.0090226340  5.329194e-02
##  [83,] -1.512617910  0.7207075815  0.446544211 -0.1171739597  2.436995e-04
##  [84,]  0.056842355 -2.8109102870  1.532990519  0.0969136719  1.197527e-01
##  [85,] -0.523557410 -0.0897521450 -0.001702135 -0.1280440540  8.793056e-02
##  [86,]  6.992432162  3.5734723933  2.641388605  0.9528560286  1.914333e-01
##  [87,] -0.831230810  0.7591580526  0.326822308 -0.2212028365 -3.600547e-02
##  [88,] -3.089613309  0.0337903947  0.245832805  0.0642182972 -2.775486e-01
##  [89,] -3.190561413  0.4059032447 -0.322088139  0.0371468251 -2.557782e-01
##  [90,] -2.363813878 -0.0842494088  0.277512163  0.0154701194 -1.005348e-01
##  [91,] -2.116812568 -0.6331195143 -0.443124197  0.0428174094 -4.453069e-02
##  [92,] -1.853091400 -0.0009161954  0.484789187 -0.0553121735 -3.669161e-02
##  [93,] -0.095751315 -0.0367267928 -0.057501929 -0.1637181205  7.585186e-02
##  [94,] -1.299744573 -0.7901503818 -0.647266517 -0.0175880569  4.230961e-02
##  [95,] -1.948826245  0.2079321885 -0.418087070 -0.0024432811  2.466919e-03
##  [96,] -3.100285187 -0.3307275354 -0.425103108  0.1371520394 -2.059406e-01
##  [97,] -0.903311887 -2.3562064699  0.204331925  0.1156150674  9.504738e-02
##  [98,] -1.821880071 -0.6973253413  0.095880407 -0.0082909940 -2.839962e-02
##  [99,] -2.347673351  0.4669894792  0.293687118 -0.0671265444 -1.454189e-01
## [100,] -1.201047226 -2.0309684491  1.140641209  0.1455543868  3.261484e-02
## [101,] -0.329914438 -0.4656107713 -1.150637056  0.0002293847  9.220138e-02
## [102,] -1.501379133  0.7328956496 -0.940104949  0.0151921977 -2.164884e-04
## [103,] -2.041654194 -1.0946567891  0.892611955  0.1314147719 -4.384265e-02
## [104,] -1.723281459  0.1095242801 -1.085507101  0.0639702403  7.356778e-02
## [105,] -1.593952578  0.0531915208 -0.191163586 -0.0582407125  1.190871e-02
## [106,] -2.419699701  1.2213110200 -0.394782722 -0.0896729528 -1.888075e-01
## [107,] -2.840815769 -2.2310763133  2.054994827  0.7444535741 -9.882438e-02
## [108,] -1.224007758 -0.9710965139  1.020381609  0.0257367863  9.754296e-02
## [109,] -0.377141572 -1.0330672395 -0.204972211 -0.0811517877  1.364604e-01
## [110,] -1.605318440 -1.7482827910  0.077448135  0.1619329955  7.135504e-02
## [111,] -0.256336228 -0.3753077357  0.404845505 -0.0671086385  2.222567e-01
## [112,] -2.389222471  0.5996372400 -1.206339108  0.0791952726 -6.023991e-02
## [113,] -2.108166266  0.4033576074 -0.361228297 -0.0773552881 -1.140116e-01
## [114,] -2.678658633 -2.6608036042 -0.768719895  0.4844726065  1.321387e-03
## [115,]  0.552722675 -0.2564576073 -0.057593667 -0.1124047610  2.134975e-01
## [116,] -0.176592819 -0.2871474950 -0.101115907 -0.1266324398  1.130288e-01
## [117,] -0.333769336 -0.4905770555 -0.773011786  0.0144908162  1.938107e-01
## [118,] -0.206259394 -2.0028469757  0.237328981 -0.0198326760  1.388486e-01
## [119,] -1.361059915  0.3352450325  0.016616062 -0.0685754367  4.962439e-02
## [120,] -0.733896291 -1.5011005426  0.520338899 -0.0083001724  9.902004e-02
## [121,] -1.097451810 -0.5975505939  0.591225595 -0.0388440408  1.171241e-01
## [122,] -2.023437179  0.2707279522  0.290887020 -0.0464583361 -2.138080e-02
## [123,] -2.525602712 -1.3758930519  0.511603279  0.2681012039 -9.761315e-02
## [124,] -1.711830793  0.0406809165  0.377133156 -0.0334602254  8.709673e-02
## [125,]  0.315952501 -1.5390523859  0.568121437 -0.0979934388  2.128554e-01
## [126,] -1.755598580  1.3169074543  0.018571504 -0.1446282115 -1.140696e-01
## [127,] -1.551396299 -2.7442430592  1.132774481  0.3994565151  4.613920e-02
## [128,] -2.331000745 -1.9591506148  0.983265932  0.4082097521 -4.454290e-02
## [129,] -2.458144477 -0.2364332300 -0.137664821  0.0572306354 -7.763318e-02
## [130,]  0.306234585  1.2384792362 -0.115421225 -0.0512940687 -6.829184e-03
## [131,] -1.042227385 -1.8988235297  0.120640059  0.1045778940  1.385565e-01
## [132,] -1.149787696 -0.9285593859 -0.262700393 -0.0463770803  3.566851e-02
## [133,] -2.208329860  0.9232400428  0.211595384 -0.1235772796 -1.476254e-01
## [134,] -2.147927409  0.0442311870  0.229487254 -0.0287111322 -7.858650e-02
## [135,] -1.914204486  0.5718143921 -0.239202229 -0.0707542982 -6.133820e-02
## [136,] -1.593997350  1.2087814058  0.253885147 -0.1692021006 -9.190668e-02
## [137,]  0.589172409  0.3345835289  0.335339361 -0.2424306758  1.743587e-02
## [138,] -1.376482308  1.6153056227  0.379920394 -0.1605939055 -5.011704e-02
## [139,] -1.719836213  0.8043912724 -0.869755777  0.0298966911 -7.989551e-03
## [140,]  1.026181860 -1.3575262134 -0.221958731 -0.2132262302  7.020403e-02
## [141,] -2.655737258 -1.3464567445  0.751031783  0.3115195635 -1.174568e-01
## [142,] -1.852376160  0.3605209375 -0.994386565  0.0272624294 -1.905646e-02
## [143,] -0.578343668  1.0465793544  0.169356260 -0.1459013854  3.498507e-02
## [144,] -2.336974525 -0.2509639597 -0.206675842  0.0024401938 -1.270073e-01
## [145,] -2.456210400  0.1790231976 -0.131714437 -0.0159606777 -1.233129e-01
## [146,] -0.818795429  0.9216666775  0.169790130 -0.1475738601  3.075896e-02
## [147,] -0.673257562 -0.0064494751 -0.091229890 -0.1296465876  5.427623e-02
## [148,] -1.894145088  0.1736319956 -0.627780170 -0.0234932983 -3.545424e-02
## [149,] -2.889514263  0.2604053980 -0.621156309  0.0302645051 -1.841229e-01
## [150,] -1.442955521 -1.3872380583 -0.148856424  0.0830279236  8.393661e-02
## [151,] -2.476664123  0.4799163304  0.838967795  0.0093420706 -9.998172e-02
## [152,] -1.854331365 -0.9320017887 -0.982751169  0.0672313733  2.663775e-02
## [153,] -0.883542678 -1.1325390497  0.043159819 -0.0369481163  9.119632e-02
## [154,] -0.777281252 -1.3116542856  1.015826907 -0.0270781851  7.944315e-02
## [155,] -0.840164920 -1.1872307171  0.518796365 -0.0208195758  1.103201e-01
## [156,] -0.067061441  0.7243002635  0.491283543 -0.2155222829  4.955859e-02
## [157,] -3.406993167 -3.3544583128  2.388849553  1.2310166780 -2.393576e-01
## [158,] -1.722737790 -0.1520963277 -0.699026345  0.0024925757  8.421865e-03
## [159,] -3.173189371 -0.3904562096  1.561086029  0.3136864455 -2.566778e-01
## [160,] -2.497431327  1.9077106920 -0.086497578 -0.1103899167 -2.128225e-01
## [161,] -2.333759538  0.6135917941  0.009129565 -0.0816329130 -1.485960e-01
## [162,] -2.221576842 -0.8793544993  0.579859368  0.1550016078 -2.630012e-02
## [163,] -0.739564940  0.0844386464 -0.284880781 -0.0885033441  6.583606e-02
## [164,]  0.487589033  0.1986259785 -0.484083697 -0.0146368968  1.744949e-01
## [165,] -0.743985344 -0.3920937792 -0.900434609  0.0236811871  2.238103e-01
## [166,] -1.578402043 -0.4027916418 -0.936841251  0.0398514570  7.314991e-02
## [167,] -2.035451907 -0.0893446492 -0.491017857  0.0349224809  2.475071e-02
## [168,] -3.018140108 -0.7642133597  0.115441749  0.2397760547 -1.522888e-01
## [169,]  0.279979279 -0.1859141743  0.005845496 -0.1853589392  6.709053e-02
## [170,] -2.517390806  0.6018934467  0.250988285 -0.0449710942 -1.490908e-01
## [171,] -0.136237921  0.0081480624  0.311702998 -0.1696476493  1.141964e-01
## [172,] -1.484309140  1.0199822553  0.540171424 -0.1575523897 -3.107927e-02
## [173,] -1.658818385 -0.0359019336 -0.240848634 -0.0646374881 -1.364476e-03
## [174,] -0.809720511  0.3319578973 -1.200559758  0.1090295345  1.508850e-01
## [175,] -1.931062738  0.7766134369 -0.811171097 -0.0262004138 -8.225881e-02
## [176,] -0.433672782  0.2544638025  0.492870236 -0.1541128374  9.058709e-02
## [177,] -0.393335296 -2.1228716617  0.014649992  0.0669663957  2.230992e-01
## [178,] -2.405140090 -1.3943533989  0.034663646  0.2114917891 -6.680819e-02
## [179,] -3.284456631 -1.2566138076  1.247438261  0.4830143944 -2.240282e-01
## [180,] -2.414194019 -0.3548500652 -0.529308504  0.0416030211 -1.042561e-01
## [181,]  0.128578267  0.1163749334 -0.361088265 -0.0983164336  7.735107e-02
## [182,] -1.107706562 -0.2896177815 -0.608449129 -0.0335544366  5.564585e-02
## [183,] -1.650786153 -1.4530348331 -0.002455031  0.0919065539  3.261674e-02
## [184,] -2.336531839  1.5285670977 -0.676134807 -0.0263201063 -1.573306e-01
## [185,] -0.587128274 -0.9108615233  0.536070251 -0.1649144876  1.187559e-02
## [186,] -2.637411334  0.5070310789 -0.195433188 -0.0385985514 -1.928526e-01
## [187,] -3.202836214 -0.5496345826 -2.114707658  0.1856413371 -1.722888e-01
## [188,] -1.982391240 -0.7603359694  0.508035137  0.0391106314 -6.294236e-02
## [189,] -1.090853942 -0.2044690451 -0.292365527 -0.0920521848  2.783580e-02
## [190,] -0.423709957 -0.2954049511 -1.071657583 -0.0070925291  8.558094e-02
## [191,] -0.616856756 -0.6769907213 -0.838999579 -0.0723413361  5.112086e-02
## [192,] -0.365654012 -1.4979340613  0.652817912 -0.1102442868  5.769476e-02
## [193,] -3.842691203 -3.1384493104  0.872866506  1.0784510821 -2.703805e-01
## [194,] -0.290461962  0.2096771296 -1.154032542  0.0490640620  5.893153e-02
## [195,] -2.478424238  1.4764230006  0.479343640 -0.2000326154 -2.512620e-01
## [196,] -0.254540914 -1.3667581153  0.267333246 -0.0984567941  9.964599e-02
## [197,] -1.089482315 -0.0005727229 -0.110587865 -0.1422443534 -2.349527e-02
## [198,] -0.920537808 -3.9946575032  1.587936936  0.5558969106  7.227240e-02
## [199,] -1.611954946  0.0009109527  0.515536059 -0.0797218602  2.989875e-03
## [200,] -1.741677376 -0.1136338943  0.192547526 -0.1090187284 -8.696412e-02
## [201,] -1.637590984 -1.0118777872  0.133306949  0.0154655284 -1.200700e-02
## [202,] -1.591104480 -0.2543583873  1.012087171 -0.0848213573 -1.779380e-02
## [203,] -0.684038862  0.2225219192  0.165840239 -0.1739663139  1.251020e-02
## [204,] -0.770920537 -0.1545415531 -0.843001388 -0.0512573927  4.590991e-02
## [205,] -1.334187233 -0.6221831719  0.577052420 -0.0382256002  3.448041e-02
## [206,] -0.846252110 -0.6727814590 -0.250561202 -0.0955153646  5.041781e-02
## [207,] -3.031314388  0.4090278820 -0.083252317  0.0004152954 -2.652588e-01
## [208,] -1.559085384 -0.2998084224  0.233994929 -0.0391286365  2.257625e-02
## [209,] -3.210564526 -0.9328988457  0.260307528  0.2909095590 -2.124707e-01
## [210,] -2.491885786 -1.1534962374 -0.781130055  0.1403854729 -8.786185e-02
## [211,] -2.385676918  0.0555849535  1.165555270  0.0137378871 -1.215280e-01
## [212,] -2.069926372  2.2266225439  0.258260027 -0.1691796342 -1.937404e-01
## [213,] -1.657370446  0.0828492780 -1.711830543  0.1046016287 -4.043517e-03
## [214,] -1.651834612  0.2173404204 -0.208826344 -0.0885245668 -3.953435e-02
## [215,] -2.140291567 -0.2399222089 -0.711456424  0.0416658396 -3.198474e-02
## [216,] -1.732682967 -1.0900181917  0.712446303  0.0718932685 -1.110982e-02
## [217,] -2.095996119  1.7132247609  0.443664652 -0.2023389575 -1.800330e-01
## [218,] -1.064387220  1.0306843260  0.275007596 -0.1191436611  5.737847e-02
## [219,] -0.506399430  0.8317872440 -0.210992847 -0.0447432608  1.176861e-01
## [220,] -2.479785476 -0.7368204817  0.587735640  0.1663484340 -8.230466e-02
## [221,] -2.458399124  0.5972299986  0.930670426 -0.0177463338 -1.288058e-01
## [222,] -1.103044479  0.6749652762  0.210487281 -0.1129298933  6.336948e-02
## [223,] -2.366449324 -2.6245581742  0.641640010  0.5408251116 -1.220417e-03
## [224,]  0.368780428 -0.0408188480  0.298067781 -0.2224895143  8.343853e-02
## [225,] -0.297826943  0.1146043627  0.814026108 -0.2438221107  2.977143e-02
## [226,] -0.392396122 -0.1238642759 -0.097642372 -0.1386161259  1.044939e-01
## [227,]  0.329432155  0.7189544358  0.398373227 -0.1817413379  1.112416e-01
## [228,] -1.166057324  0.1330869086 -0.418506908 -0.0659250180  5.358201e-02
## [229,] -1.118785640 -2.5372252263  1.393877388  0.3262063491  1.327815e-01
## [230,] -0.731274380 -0.8866532320 -0.310806716 -0.0808388003  7.427272e-02
## [231,] -1.812684062  0.7108041091 -0.243758086 -0.0874559607 -5.830415e-02
## [232,] -2.537259396 -2.1761776206  1.282679549  0.5593244771 -3.116968e-02
## [233,]  0.038028151  0.5308100625 -0.192407343 -0.1027514631  7.859572e-02
## [234,] -3.192879991  1.0278370999  0.185008961 -0.0417773200 -3.133632e-01
## [235,] -2.267026337  0.4408365963  1.014650181 -0.0681712802 -1.401467e-01
## [236,] -3.592329079 -2.5741500282  0.678799141  0.7959324245 -2.586473e-01
## [237,] -3.054860073 -2.3031645182  0.888088461  0.6124295860 -1.793950e-01
## [238,] -1.836325310  0.9675407403 -0.846039596 -0.0079284942 -7.193993e-02
## [239,] -2.366952960  2.4656075195  1.125115709 -0.2479129049 -2.095643e-01
## [240,] -2.501410046  0.8317389013  0.741687394 -0.0832050676 -1.717138e-01
## [241,] -2.145336467 -0.0175403781 -0.092748932 -0.0127045747 -5.020220e-02
## [242,] -2.317828047  1.6899653140 -0.101165128 -0.0926019292 -1.567255e-01
## [243,] -1.874053233  0.5597021612  0.287713927 -0.1043292982 -4.262224e-02
## [244,] -1.534795677 -0.0204147515 -1.276818753  0.0394017195  2.675450e-02
## [245,] -0.473170791 -1.9615522415  0.228451053 -0.0100867863  1.083993e-01
## [246,] -1.996377662 -0.7359024317  0.524432348  0.0870536569 -8.919327e-03
## [247,] -2.290459154  1.0384174079  1.018229303 -0.0751956657 -9.203537e-02
## [248,] -1.785992596  0.1537242241  0.253212476 -0.1028859449 -6.586652e-02
## [249,] -1.351855267  0.7042602962  0.689471170 -0.1606523812 -2.454233e-03
## [250,] -2.290010024  0.0540700592  0.420815647 -0.0261873192 -1.215004e-01
## [251,] -0.757972384 -1.5441643111  0.651143473  0.0740004052  1.946769e-01
## [252,] -3.114978665 -2.2608384999  1.323866766  0.7031325508 -1.749011e-01
## [253,] -3.016404317 -0.0996934516 -1.231157822  0.0907940970 -1.853027e-01
## [254,] -3.295203244 -0.8978129388  2.480067120  0.5581722157 -2.776118e-01
## [255,] -0.551976678  0.4841321714 -0.579110149 -0.0423356252  5.285493e-02
## [256,] -2.698870721  0.6835445395 -0.229626047 -0.0618208635 -1.995905e-01
## [257,] -1.509931357 -0.5093780236 -1.634217732  0.0788361224  3.894604e-02
## [258,] -2.607167109  0.9476448497  0.050430533 -0.1269400826 -2.543504e-01
## [259,] -1.109785876 -1.7871661826  0.932230273  0.1361063910  1.165674e-01
## [260,] -2.906584510  0.3353966310 -0.683857602 -0.0216037919 -2.544918e-01
## [261,] -1.477392261 -0.1555483929  0.090371993 -0.0737898047  2.945148e-02
## [262,] -2.474129387 -0.1608591162  0.447884501  0.0434541564 -5.616164e-02
## [263,] -2.984688578 -1.1661767005 -0.073225621  0.2644010417 -1.740664e-01
## [264,] -2.204586565 -0.3127354487 -1.246408408  0.0549083456 -5.556382e-02
## [265,] -1.524430615 -0.1590029333 -0.233178592 -0.0461974168  2.150157e-02
## [266,] -0.480699080  0.0931531045  0.461413707 -0.2042750418  4.101674e-02
## [267,] -1.624349069  0.0262219085 -1.376747703  0.0341473340 -1.705473e-02
## [268,] -1.025339843 -0.0904118344 -1.020908873  0.0168658946  7.311799e-02
## [269,] -1.263124230  0.4593628566 -1.346008587  0.0792883380  8.508813e-03
## [270,] -0.784312495  0.4526935089 -0.155439306 -0.1627533355 -3.141206e-02
## [271,] -2.259969634 -1.5551250112  0.302325737  0.2515510064 -3.308046e-02
## [272,]  0.154783743  1.4844895753  0.584450498 -0.2013229561  4.031335e-02
## [273,]  0.249513464 -0.1663535619 -1.200571233  0.0336232479  8.208435e-02
## [274,] -1.000715852  0.2893937713 -0.159554722 -0.1242742518  4.799832e-02
## [275,] -2.395497107  1.1216544452  0.443699916 -0.0814743365 -9.148796e-02
## [276,] -3.924219823 -2.3315464712  0.134999305  0.7848579508 -2.964661e-01
## [277,] -0.574408709 -0.5859897372 -0.117934354 -0.0619232737  1.602071e-01
## [278,] -1.181774338 -0.1196171060 -1.595794529  0.0954010596  5.551919e-02
## [279,] -2.722746528  0.1951110391  0.707793260  0.0635508000 -1.347617e-01
## [280,] -0.631021965 -0.9851956292  0.117711991 -0.0905805252  7.233369e-02
## [281,] -1.853609629 -0.4405726308  0.770602224 -0.0120338689 -6.110549e-02
## [282,] -1.175792830 -0.0307587892  1.234114248 -0.1235715734  4.789970e-02
## [283,] -2.188221814 -1.0005339521  0.104039164  0.1121935415 -5.816942e-02
## [284,] -0.434528379  0.3977431709  0.036836854 -0.1627038619  2.916825e-02
## [285,] -0.763638576  0.3270736320 -0.497775521 -0.0886596694  1.837395e-02
## [286,] -1.848880628 -0.6318781885  0.170338263  0.0347435009  1.541424e-03
## [287,]  0.097065217 -1.7513726704 -0.150651954 -0.0664779229  1.576722e-01
## [288,] -0.951283558  0.8176786209  0.322478056 -0.1630383017  2.282012e-02
## [289,] -0.600425445  0.7620838518 -0.159527668 -0.1360331801 -1.314874e-02
## [290,] -1.785635448 -0.9819538525  0.477491146  0.0603658554 -2.493206e-03
## [291,]  5.049088610  2.6415365063  1.732212416  0.7192516977  8.838123e-01
## [292,] -1.132658178  1.2620453235  0.307569954 -0.2025061748 -8.126352e-02
## [293,] -0.957087512 -1.1553637823 -0.858156185  0.0241473576  1.485419e-01
## [294,] -0.228404562  0.0711813020 -0.411166911 -0.0675087546  1.184287e-01
## [295,] -0.997819637  0.0300884403  0.247820292 -0.1608794181  1.899199e-02
## [296,] -1.268528649 -0.5775548886  0.501384952 -0.1116371874 -3.622687e-02
## [297,] -2.221736459 -1.6245682498  0.976899719  0.3249073996 -2.911567e-02
## [298,] -2.312990380 -2.0024455348  1.415880497  0.4762470135  4.473555e-03
## [299,]  0.761897313 -1.0663323550  0.491522486 -0.2598366489  6.890131e-02
## [300,] -3.280078444  0.1479720508  0.238313401  0.0870773828 -3.002130e-01
## [301,] -0.128180329 -0.4858090390  0.316848917 -0.2149814876  3.781444e-02
## [302,] -2.029778532 -1.1111477076  0.326979733  0.0999110208 -4.441308e-02
## [303,] -0.987167215  0.1498215466  0.500868618 -0.1529810856  2.749912e-02
## [304,] -0.386249313 -0.4516900736 -0.236067285 -0.1253349055  7.642600e-02
## [305,] -1.562899998 -0.4031929098  0.164113338 -0.0322805281  1.000140e-02
## [306,] -1.267764869  1.5376005165  0.377575917 -0.1995588491 -9.653709e-02
## [307,] -1.201585688  0.2361710113 -2.290104082  0.3004913483  3.884791e-02
## [308,] -1.877948062  0.7433676863 -0.145349823 -0.1062084810 -7.422723e-02
## [309,] -1.385070199 -1.0612207170 -0.489381351 -0.0040274857  2.411902e-02
## [310,] -2.844878306 -0.9357397214  1.453269463  0.3311421538 -1.456815e-01
## [311,] -1.588543020  0.2004240525 -0.916440800 -0.0236434707 -2.686442e-02
## [312,] -2.099346894  2.2384176135 -0.489797729  0.0116966213 -1.730539e-01
## [313,] -1.557802933 -1.2765086059 -0.493867085  0.0287302632  1.825471e-02
## [314,] -2.990380780 -0.1557981613 -1.700877252  0.1123602486 -1.828065e-01
## [315,] -1.296274029  0.8514701384  0.198732394 -0.1901139272 -7.605199e-02
## [316,] -2.371476251  1.1343454456  0.688303156 -0.1690941429 -2.119644e-01
## [317,] -2.648106862 -2.8902376562  2.149629729  0.8175716699 -1.388374e-01
## [318,] -3.123943952  0.3092755931  0.377915655  0.0366261810 -2.936975e-01
## [319,] -1.714139226 -1.8736178930  0.861752767  0.1942165076 -2.486958e-02
## [320,] -1.863722644 -0.2405403428 -0.087780726 -0.0364494720 -5.545326e-02
## [321,] -1.269075761  1.4868298084  0.245636436 -0.1631833091 -7.740526e-02
## [322,] -2.031447435 -0.4120200018  0.154730856  0.0177693343 -4.933235e-02
## [323,] -2.700501024 -0.9402686731  0.729925964  0.2758924562 -8.152114e-02
## [324,] -0.890078838 -0.2774045103 -0.235085929 -0.0913259000  6.206328e-02
## [325,] -1.259610549  0.1786631351 -0.047810014 -0.1295480512 -1.846195e-02
## [326,] -3.145274328  0.9525573548  0.115915619 -0.0390865631 -3.007949e-01
## [327,] -0.760051685 -1.0010707695  0.160810280 -0.0524042778  1.144611e-01
## [328,] -1.425835598 -1.6579208437  0.166558839  0.1402874273  1.121328e-01
## [329,] -1.680898463  0.5067869491 -0.358290906 -0.0870226192 -5.769205e-02
## [330,] -0.457398522 -0.3330438758 -0.410236552 -0.0931456623  8.563942e-02
## [331,] -1.497377517  1.6953863952  0.190167648 -0.1471169900 -8.965318e-02
## [332,] -1.836466191  0.9563060682 -0.534689890 -0.0692978983 -9.108072e-02
## [333,] -1.648692125 -0.5516926268 -1.515044798  0.1062038210  8.262721e-02
## [334,] -1.673850042 -0.3974615849 -0.208522916 -0.0297030594 -1.349547e-02
## [335,] -1.254763966 -2.0140940634  1.810774315  0.2789896593  1.112587e-01
## [336,] -2.011609740 -0.9263567180 -1.974980882  0.1812525463  9.926530e-02
## [337,] -0.954890879  0.8433867115  0.298455837 -0.2010843594 -2.073747e-02
## [338,] -0.109770543 -0.0054505280 -0.254335717 -0.0836232232  1.356857e-01
## [339,] -0.339361379  1.1172495763 -0.121019470 -0.0569410505  9.327138e-02
## [340,] -2.297236594  1.8990510452 -0.026775078 -0.1254717553 -1.988173e-01
## [341,] -3.020262183 -0.2466176413 -0.169621879  0.1227385913 -1.958375e-01
## [342,]  0.088766640 -0.8458047126 -0.231189444 -0.0753663618  1.942436e-01
## [343,] -1.629003444  1.1626561672  0.347374290 -0.2041874603 -1.224951e-01
## [344,] -1.295412506 -0.9410921482 -0.074717072  0.0595782124  1.509358e-01
## [345,] -1.125800903 -0.5716447995  0.007894444 -0.0817776213  2.422819e-02
## [346,] -0.435610118  0.4076325327 -0.482276284 -0.0630736165  1.181022e-01
## [347,] -2.357332412  1.0650733902  0.306589986 -0.1386685799 -1.859154e-01
## [348,] -1.381842465  0.5858334391 -0.136224183 -0.1193968125 -2.911376e-02
## [349,]  0.152579103  0.0944532493 -0.523989894 -0.0497810088  1.049606e-01
## [350,] -0.832419902  1.1201489048 -0.731932948  0.0457568611  2.980439e-02
## [351,] -2.373090200 -0.5698565376 -0.858111295  0.0720219078 -7.782886e-02
## [352,] -0.045904654 -0.6582689411  0.110652136 -0.1735319234  7.934784e-02
## [353,] -2.814887859 -1.5499766168  0.083627037  0.3362087400 -1.175333e-01
## [354,] -1.862550885  0.4072509082 -1.071648295  0.0265053174 -3.218086e-02
## [355,] -0.605093156 -1.0998300812  0.379191749 -0.0801817445  8.715335e-02
## [356,] -1.062506373 -0.2275692100  0.413550659 -0.1332572216  4.298411e-02
## [357,] -2.413834292 -3.1961640391  1.283814161  0.7501922820 -2.919097e-02
## [358,] -1.181494857  1.0817605660 -0.927537838  0.0672835173 -8.326267e-03
## [359,] -0.522731589 -0.1507485211  0.073184270 -0.1396825950  8.049708e-02
## [360,] -1.208985121  0.6687531774  0.047681646 -0.1381269560  1.049391e-02
## [361,] -2.025708829  1.2697799026 -0.039285504 -0.0752607696 -6.961688e-02
## [362,] -2.592192228 -0.9487233888  0.693984177  0.2031496567 -1.379040e-01
## [363,] -1.222128452  0.7378275558  0.502599519 -0.1988842048 -5.155914e-02
## [364,]  0.787294609 -0.6353273726 -0.210671374 -0.1965603645  5.656415e-02
## [365,] -1.068729167 -1.4682420972  0.012333869  0.0025964662  5.715457e-02
## [366,] -2.517538789 -0.3238242766 -0.065516554  0.0543723507 -1.268850e-01
## [367,] -1.382744179 -1.5712221586  0.215909868  0.0821331586  4.494118e-02
## [368,] -1.963371713 -0.6725583256  0.278331441  0.0363735001 -2.698963e-02
## [369,] -0.330666116 -1.2902501952  0.315702223 -0.1142667402  7.757603e-02
## [370,] -1.779096404  0.2840124758  0.216936645 -0.0878049854 -2.953964e-02
## [371,] -3.343349003  1.1276389614 -0.333733666 -0.0592228152 -3.614690e-01
## [372,] -1.162409152 -1.1675284909  0.044011184 -0.0137825550  5.601142e-02
## [373,] -0.512916598 -2.2596248333  1.819910623  0.0998455752  5.209910e-02
## [374,]  0.425701575 -1.8010571325  0.241271153 -0.1342594271  1.261565e-01
## [375,] -1.206903334 -0.3500171239 -0.685575190 -0.0340970247  4.158515e-02
## [376,] -1.520627242 -1.1438343620  1.757648124  0.1231061754  3.687309e-02
## [377,] -0.973271156  0.0814158292  1.228649823 -0.2034754317  1.436961e-02
## [378,] -3.073205484  0.1158176536 -0.301915296  0.0444482955 -2.539326e-01
## [379,] -1.621743917  2.2652509343  0.464781110 -0.1984167539 -1.630471e-01
## [380,] -0.324002970  0.7787211332  0.416420662 -0.2132763828  1.565104e-02
## [381,] -0.338801832 -0.5653733525  0.041325138 -0.1432568276  8.751256e-02
## [382,] -3.306642788  2.0248095784  0.539940171 -0.1820087932 -4.185774e-01
## [383,] -3.691456186  1.1435392070 -0.630250027 -0.0059203666 -4.050785e-01
## [384,] -1.227690237 -0.1473860471  0.261146876 -0.1089170474  2.520757e-02
## [385,] -0.713515674 -0.5603674177 -0.410943595 -0.0811065152  7.063069e-02
## [386,] -2.533703935 -0.1637540539 -0.216819058  0.0331739164 -1.358704e-01
## [387,] -1.218054517 -0.2382769283 -1.329595995  0.0589469231  8.093433e-02
## [388,] -0.927785831  1.1329908035 -0.059583733 -0.0592264936  7.589532e-02
## [389,] -1.011810265 -0.6524653495  0.022334505  0.0110782443  1.989207e-01
## [390,] -1.220011641 -0.0162720123 -1.617194278  0.1075841020  6.074754e-02
## [391,] -2.127194391  0.6399232191  0.118432779 -0.0642251730 -6.625169e-02
## [392,] -0.363804165  0.0367346573  0.773642046 -0.2092502085  8.322827e-02
## [393,] -2.084622125  0.2021721260 -0.692409370 -0.0187370812 -6.548088e-02
## [394,] -1.061508093  1.2477056939 -0.241326841 -0.0527093775  1.564477e-02
## [395,]  0.137254851 -0.1175898207 -0.282113540 -0.1224050436  8.750477e-02
## [396,] -3.308266515  1.4612161144 -0.062546351 -0.0873925159 -3.512584e-01
## [397,] -0.478585469  0.5157691860 -1.028538478  0.0534254931  4.077235e-02
## [398,] -0.774800448 -0.2544079429 -0.910607354 -0.0047856501  1.076043e-01
## [399,] -0.050448224  0.8130849718  0.545026450 -0.2108686772  7.196092e-02
## [400,] -1.305745318 -0.7880145280  0.043000701 -0.0562457367  1.213173e-02
## [401,] -1.987642062  1.3240789884  0.018224250 -0.1253391222 -1.009159e-01
## [402,] -2.711620034  1.9021651195  0.456588195 -0.1945748376 -3.039398e-01
## [403,] -1.925580825  1.4255213908 -0.200238274 -0.1339267590 -1.562536e-01
## [404,]  0.211696919 -0.0458037816  0.160641027 -0.2205432519  3.138318e-02
## [405,] -0.519675796 -0.1414674071  0.001507083 -0.1739251829  1.795227e-02
## [406,] -2.068735131  0.7945783766 -0.130064667 -0.0907577768 -1.030638e-01
## [407,] -1.411134543 -0.9545039594 -0.634185915 -0.0004728727  2.622723e-02
## [408,] -0.777342714  0.3141117834 -0.009757524 -0.1661925578 -3.596830e-03
## [409,] -0.210057764 -0.2657695934 -0.839224012 -0.0431043766  9.742123e-02
## [410,]  0.858447437 -0.8844359282  0.032854917 -0.1989666453  9.844598e-02
## [411,] -1.544288391  0.1127409816 -0.332131391 -0.0388309086  2.436652e-02
## [412,] -0.596216068 -0.1129711792 -0.673366887 -0.0833244382  3.318595e-02
## [413,] -1.711978394  0.3956414655 -0.093251958 -0.1077781811 -5.255001e-02
## [414,] -1.939004119 -0.2901606966 -0.886024767  0.0153025932 -3.293259e-02
## [415,] -3.016075860  0.5240390509 -0.814937393  0.0024843956 -2.479929e-01
## [416,] -1.814048523 -0.3673390170 -0.522853767 -0.0319704024 -5.023801e-02
## [417,] -3.484333843 -0.7381762807 -1.298276892  0.2406671066 -2.335725e-01
## [418,] -2.189966270  1.1045326841 -0.381163937 -0.0864389806 -1.498637e-01
## [419,] -0.870464311  0.1919638067 -0.184196907 -0.1328810458  5.327960e-03
## [420,] -0.300640472 -1.0517766001 -0.338994729 -0.0835460744  1.121884e-01
## [421,] -0.595601184 -2.4421119571  1.032414878  0.0954137878  6.616586e-02
## [422,]  0.284764855  0.7362230780  1.157759719 -0.3441215774  2.149483e-02
## [423,] -3.468168037 -0.5540501754 -0.490518370  0.2083126521 -2.816835e-01
## [424,] -3.015944765  0.0691202502 -0.170838448  0.0572941694 -2.254185e-01
## [425,] -2.849277265  0.3410861302  0.314413295 -0.0255327727 -2.347660e-01
## [426,] -0.223989199 -0.6139042337  0.156377127 -0.1956703420  3.851730e-02
## [427,] -1.714113697  0.8594269960  0.328062727 -0.1723203221 -9.283635e-02
## [428,] -2.993143080 -0.0850142782 -0.554450632  0.0536498825 -2.048280e-01
## [429,] -2.289688605  0.2732115931 -1.242153095  0.0216758112 -1.104161e-01
## [430,] -1.337814607 -1.0484595347 -0.097781016  0.0152422794  5.558558e-02
## [431,] -1.640396999  0.7062943956  0.103453072 -0.1544850917 -7.117146e-02
## [432,] -1.530203781  0.9674922057  0.277790034 -0.1689291331 -5.435137e-02
## [433,] -1.473178641  0.3390498715 -1.134143631  0.0167018157 -1.306743e-02
## [434,] -0.654685439 -0.0824197888 -0.567145793 -0.0699600029  9.892376e-02
## [435,] -1.126631883  0.7992242231 -1.228407357  0.0943398090 -4.918475e-03
## [436,] -3.572154309  1.8368128445  0.520833012 -0.1376655893 -4.763008e-01
## [437,] -0.462881898 -0.4467444346 -0.072562861 -0.0962039147  1.190893e-01
## [438,] -0.114093778 -0.4581672039 -0.078379015 -0.1397151239  1.070048e-01
## [439,] -0.048558407  0.5779135674 -0.560622898 -0.0429772989  4.944672e-02
## [440,]  0.094847076 -2.6292801385  1.636168186  0.0883654032  1.471289e-01
## [441,] -2.162040475 -0.5264439335 -0.094002645  0.0309644512 -7.962499e-02
## [442,] -1.552458835 -0.6383996401  0.571811735 -0.0085546253  2.848615e-02
## [443,] -1.762814305 -0.3858194421  0.469364557  0.0216473521  2.844700e-02
## [444,] -0.913695379  0.5438676905  0.080751661 -0.1089886105  6.347953e-02
## [445,] -1.115358825  0.0537899587  0.564264099 -0.1237439580  5.310365e-02
## [446,] -1.663233120 -0.9558061155  0.823957006  0.1267155183  8.372693e-02
## [447,] -0.196415235 -1.2625050487  0.078466546 -0.0631923349  1.675455e-01
## [448,] -1.260445524  1.1347518629 -0.531732703  0.0243634689  6.186458e-02
## [449,] -1.804714856  2.0846817873  0.166840749 -0.0942113664 -8.180067e-02
## [450,] -3.129403167 -1.3881524868  0.791038661  0.4514390941 -1.627122e-01
## [451,]  3.070152277  0.3595555422 -1.293129681  0.6146339894  3.353782e-02
## [452,]  1.896679736 -0.2396617828 -0.683322282  0.0615131786  1.823304e-01
## [453,]  0.697555009  0.2710436010 -0.870366494  0.0963814815  1.363519e-01
## [454,]  0.523611096 -0.2833828855  0.014978602 -0.1833324217  8.347573e-02
## [455,] -0.886207983  2.1973745016  0.658698601 -0.1390402345  6.123420e-02
## [456,]  3.403410197 -0.7713030237 -0.164566882 -0.1977464680 -1.389694e-01
## [457,]  2.682417247 -0.1407307396 -1.138418671  0.2593197657  6.267465e-03
## [458,]  1.655761419  1.4420122308  0.699509677 -0.1377890647 -2.636749e-02
## [459,]  1.570144371 -2.6620714890  2.330698843 -0.1370067817  1.866270e-01
## [460,]  0.890861787  3.6071948929  1.979680667 -0.0554407834  2.182928e-01
## [461,]  1.340036827  1.1661491345  0.510455364 -0.1521192461 -7.471963e-04
## [462,] -0.594927046  2.3244071217 -0.351373098  0.2782455577  1.387207e-01
## [463,]  2.664020820  0.6596370777 -1.627251427  0.8616432287  6.657500e-02
## [464,] -2.544649121 -0.6890988996 -2.496166329  0.2048577675 -4.119012e-02
## [465,]  2.293183603  2.0482705466  0.147729434  0.3881768301 -1.968959e-02
## [466,] -0.915048986  0.7004095647 -0.661455934 -0.0211220482  2.563517e-02
## [467,]  1.296855787  2.7832933192  0.625128805  0.2702058576  7.082041e-02
## [468,]  5.289947390  0.9253770453  0.158277803  0.4157967213 -4.438583e-01
## [469,]  4.343778546  0.1497901224 -0.014831078  0.0856988972 -2.173064e-01
## [470,]  5.784395789 -0.2946415849 -0.856869594  0.5891364605 -3.044976e-01
## [471,] -0.834689357  1.4743195047 -0.425056015  0.0203218223  3.180652e-02
## [472,]  1.546117199 -1.3471086477  0.445875108 -0.2926813318  6.034043e-02
## [473,]  1.193398958 -0.1883832299 -0.150882754 -0.1458662729  7.956989e-02
## [474,]  3.786911737  0.5109275719  0.689642307 -0.1647635115 -1.929973e-01
## [475,]  0.029480522  0.9641809454  0.181392209 -0.1469482522  5.111774e-02
## [476,]  4.492484100 -0.6478006762  0.589631755 -0.3438133842 -2.692260e-01
## [477,]  2.211150330  0.0015775736  0.318434462 -0.2185848420  2.497886e-02
## [478,]  1.137275128 -0.6742143436  0.818736192 -0.2774276747  1.576485e-01
## [479,]  2.483353258  1.4729785823  0.860692222 -0.1401565773 -1.289501e-01
## [480,]  5.660409708 -0.3323832106  1.991935990 -0.4692254977 -1.012193e-01
## [481,]  2.999114162  1.5677632396  0.827630895 -0.0174710085 -1.343299e-01
## [482,] -0.767144665 -0.5497277284  1.053648237 -0.0985636020  1.093098e-01
## [483,]  1.519983400 -0.9774254988 -0.337145422 -0.1370804660  1.322040e-01
## [484,] -0.208320894 -3.1075039114  1.681240325  0.2913010051  2.487884e-01
## [485,]  3.325322402 -1.8997909266  0.436167207 -0.2885910291  1.148434e-01
## [486,]  0.030682756  0.0020957536 -0.607281558 -0.0296952544  1.241363e-01
## [487,]  1.055977703 -0.7905054456 -0.137428550 -0.1360835211  1.666857e-01
## [488,]  9.528914641  2.6149479638  2.099985492  1.6056311374  5.796232e-01
## [489,]  0.485561333  0.5868572437 -1.503395336  0.3594051481  1.281021e-01
## [490,]  0.194402965  1.9551388307  0.493840961 -0.0899826530 -4.541255e-03
## [491,]  3.797847790 -2.4944320308  1.825772320 -0.5616383889 -1.420302e-01
## [492,] -0.337348262  0.8129862905  0.051461840 -0.1240093889  7.377642e-02
## [493,]  0.821856746  0.1029057916  0.474418485 -0.2261354618  1.055195e-01
## [494,] -0.508792466  0.9585528951 -0.430654515 -0.0118111169  7.133410e-02
## [495,]  0.001262612  0.5683745980 -0.812010844  0.0298532513  4.426327e-02
## [496,]  3.187542953 -0.1465103994 -0.029071759 -0.1081106432 -6.018029e-02
## [497,]  1.834824802  1.5438876509  0.283502593  0.0509763193 -2.336394e-02
## [498,] -0.411884150  0.8321638720 -0.365899322 -0.0305648706  7.922842e-02
## [499,]  2.377090761  3.1560045496  1.382575011  0.1999140343 -1.001985e-01
## [500,]  0.958116014  0.9897804165  0.530462864 -0.1790117880  4.437420e-02
## [501,]  2.315538514 -3.5980551031  1.780666806 -0.1946012994  9.209679e-02
## [502,]  4.101046423 -0.6878901167 -1.147796478  0.2688850042 -1.282866e-01
## [503,] -0.614173759  1.1509351490  0.435537609 -0.1617148199  3.595938e-02
## [504,]  2.964650711  0.3402968342  0.457875781 -0.1877635717 -6.558297e-02
## [505,]  0.687525449  2.9766001302  0.924400811  0.0626412928 -3.645185e-02
## [506,]  1.295056127  2.1430648499  1.144458058 -0.1642486147 -1.152635e-02
## [507,]  7.441486911  5.3282253320  3.025320054  2.0067482921 -5.417474e-02
## [508,]  5.720462848 -2.0240697528 -0.513047622 -0.2429467318 -4.925089e-01
## [509,]  2.950690461  2.3134858525  0.682031267  0.3130980859 -1.554989e-01
## [510,]  4.605496157  0.2795230746 -0.959584741  0.6999153256 -1.245899e-01
## [511,]  0.125552623  2.1055221321  1.013453545 -0.2099434863  2.051511e-02
## [512,]  0.146218262  1.9744162145  0.543068071 -0.0548702755  9.278775e-02
## [513,]  0.740187096 -0.7931107313  0.301393482 -0.1750330307  1.582330e-01
## [514,]  0.053040987  1.5609670206  0.347310440 -0.1148590519  3.415373e-02
## [515,]  3.920349884 -0.9879734379  0.036221558 -0.2830864410 -1.761371e-01
## [516,]  4.886684408 -1.8672397564  0.042152511 -0.3430260830 -2.434826e-01
## [517,]  5.749203855 -1.0312754289  0.006754908 -0.1051945143 -3.691100e-01
## [518,]  0.682630818  0.2244012221 -0.148983816 -0.1285456613  8.415508e-02
## [519,] -0.859890661  1.6408919998 -1.054432683  0.2487135158  7.917823e-03
## [520,]  0.061501432 -0.1922693206 -0.742996114 -0.0383980142  1.173586e-01
## [521,]  3.792478800  0.3276246986 -0.500391863  0.2789624688 -1.592966e-01
## [522,]  0.125735724  0.5574240001 -0.728307531  0.0570700355  1.216876e-01
## [523,]  4.781115339 -0.4297554065 -0.946431459  0.3810389413 -1.798930e-01
## [524,]  1.477043637 -0.0876062959 -0.803898198  0.0689765570  1.225556e-01
## [525,] -1.591500225  0.4882524725 -0.799781066  0.0121029048  2.506450e-02
## [526,]  1.822943308  1.1036205721 -0.164869889  0.1399203294  9.425553e-02
## [527,] -0.857963718  0.3244492620 -0.731286964 -0.0074895837  8.618469e-02
## [528,]  3.896260987 -0.7604016553  0.222401478 -0.2261211617 -9.858607e-02
## [529,]  2.038628464  1.3910324628 -0.106244811  0.2419639252  9.752993e-02
## [530,] -0.260684190  1.9478363100  0.950182210 -0.2018723316  5.848550e-02
## [531,]  0.640226822  0.9232345833 -0.181829875  0.0891157359  2.514474e-01
## [532,]  1.440752796  1.4369226565 -0.558963760  0.3675207157  8.733704e-02
## [533,]  0.142737992  1.2915698132  0.573974716 -0.1399978744  1.589188e-01
## [534,]  2.494352323 -0.7725768727 -0.073707419 -0.1398256127  1.425334e-01
## [535,]  4.152367409 -0.3640212532 -1.551003994  0.6105661606 -1.213552e-01
## [536,] -0.280160677  1.0224336924  0.225488180 -0.1564487160  6.359124e-02
## [537,]  0.624514817  4.0779980830  1.568748405  0.1603747078 -7.074444e-03
## [538,] -0.175478203 -0.3332412811 -0.877983296 -0.0333101987  1.303867e-01
## [539,]  3.358348237  0.4646337361  0.605435366 -0.1199267632  1.174934e-02
## [540,]  1.195322678  2.9149679655  0.996333694  0.1081377139  5.977178e-03
## [541,]  4.404762174 -0.6127407862 -2.148501872  0.8862237698 -1.544376e-01
## [542,]  5.332198719  0.0142728380  1.234560106 -0.3843743568 -4.278385e-01
## [543,]  2.968228006 -0.4016655793 -0.727858832  0.0908081950  1.543828e-02
## [544,]  1.548147249 -1.7495511925 -0.694663615 -0.0989136378  1.753165e-01
## [545,]  1.064352790  0.2118198761  1.038703628 -0.2530054078  1.802336e-01
## [546,] -0.781005600  0.9160138402  0.115488641 -0.0969420436  1.215233e-01
## [547,]  0.122790183 -0.9089749218  1.555507596 -0.1026142775  2.932492e-01
## [548,]  1.797366259 -0.6701481012  0.230577320 -0.1770229122  2.601351e-01
## [549,]  2.483197335  1.6542371729 -0.148248554  0.4360988733  1.927645e-02
## [550,]  0.651766691  0.4668670546 -0.972163273  0.1301305789  9.207215e-02
## [551,]  0.295553846  0.0434264370  0.363898581 -0.1434271693  1.835790e-01
## [552,] -0.790370976  0.2389395634 -0.879895403  0.0609163675  1.581595e-01
## [553,]  5.363353700 -3.0995966017  0.988262138 -0.5989591276 -3.142661e-01
## [554,] -0.014975916  0.3708558810 -0.420359635 -0.0435329814  1.043570e-01
## [555,] -0.368388486  1.0300529944  0.125851795 -0.1013636328  9.119684e-02
## [556,]  1.965024143 -0.3340158937 -0.038528586 -0.1413999334  1.493370e-01
## [557,]  0.765354559 -1.3338127321  0.180647277 -0.1951840393  1.212866e-01
## [558,] -0.078344968  2.0956563059  0.092318538  0.0258262429 -1.180256e-02
## [559,] -0.277117164 -1.9127277199  1.036462181  0.0053415116  1.673197e-01
## [560,]  2.686060806 -0.9957573340  0.799730744 -0.3766789673  5.707003e-02
## [561,]  4.394581584 -1.9375268306 -0.908691433 -0.1462416646 -2.199942e-01
## [562,]  2.944092948 -0.9201330176 -0.177985269 -0.1789650985 -8.408023e-03
## [563,]  0.433774555  2.1333989930 -0.160999785  0.2270324441  2.194196e-02
## [564,]  1.756340102 -0.1582375732  0.594869455 -0.2424425602  1.174310e-01
## [565,]  1.329189824  1.1540855548  0.123542346  0.0383046110  1.530244e-01
## [566,]  2.610718770 -0.4694285196 -0.371503401 -0.1094707130 -2.890161e-02
## [567,]  1.654308480  0.2762183504 -1.015236285  0.2200169965  7.820121e-02
## [568,]  3.507304724 -0.9502977070 -0.976661804  0.0533373764 -1.030902e-01
## [569,]  2.295014839  1.6844730180  0.774513854  0.0181038510  1.186811e-01
## [570,]  0.710746219  1.1266464275 -0.372677739  0.1180477479  1.519957e-01
## [571,]  1.172640160  0.0047270292 -0.434758594 -0.0042843870  2.536898e-01
## [572,] -0.233493013  1.1348169858  0.535525899 -0.2263543941 -5.164620e-03
## [573,]  0.455731394 -0.1502553011 -0.323200858 -0.1064734212  1.336904e-01
## [574,]  4.465199975  1.7829855429  1.099733387  0.1060690953 -3.769434e-01
## [575,]  5.747245236  1.4638508504  0.646404245  0.4861769806 -4.868679e-01
## [576,]  3.239729864  0.7008489644  0.769217259 -0.2171623380 -1.372046e-01
## [577,]  1.433973968  0.3783613300 -0.416334117  0.0555849020  1.509522e-01
## [578,]  2.499665568  0.0317784995 -0.527193261  0.0362943726 -3.051076e-02
## [579,]  2.414656261  0.4741685090  0.647211463 -0.2126585017 -4.286837e-03
## [580,]  2.811106502  2.6973111372  1.467523921  0.0312306215 -1.806666e-01
## [581,]  5.915339361 -1.6192135812 -1.044674747  0.1688801902 -3.132587e-01
## [582,]  5.485182368 -2.5374385185  0.017240218 -0.4357354192 -3.909432e-01
## [583,]  3.131100802 -0.6282711048 -0.869865166  0.0644341919 -4.168931e-02
## [584,]  2.045506072 -0.7570952603 -0.422664873 -0.1362099395  4.557843e-02
## [585,]  1.004998350  0.6045573949  0.118806358 -0.1022239594  1.042719e-01
## [586,] -1.365314118  0.1371597064 -0.978972399  0.0300050807  5.846530e-02
## [587,]  4.014733238 -0.4765663991 -0.461182857  0.1044917591 -1.180420e-02
## [588,]  0.642067950 -1.1226105274  0.321605352 -0.1599587492  1.929927e-01
## [589,]  1.620834603 -0.0103629436 -1.188771155  0.2222123093  1.176434e-01
## [590,]  1.363216592  0.0274794232 -0.958507505  0.1583484254  2.196503e-01
## [591,]  4.348218637 -2.0609206769  0.511035449 -0.4321084118 -1.106386e-01
## [592,]  1.155994695 -0.6765662646 -0.521329891 -0.1206824178  9.531953e-02
## [593,]  2.618152304  0.9042721909 -0.338352496  0.2582463385 -1.612994e-02
## [594,]  1.976259306 -0.5542389994 -0.416739764 -0.1258934095  5.142920e-02
## [595,]  2.742651377  0.3828403623 -0.052257581 -0.0016479192  3.666189e-03
## [596,]  0.072253015  0.9306371547 -1.195296475  0.2878087563  1.426326e-01
## [597,] -1.704948620 -1.3016211774  0.440185518  0.0950931896 -2.000508e-03
## [598,]  1.147889100 -0.8730408669 -0.463399022 -0.1390853638  9.519479e-02
## [599,] -0.137397907 -1.2056966463  1.159178012 -0.1375795040  9.827297e-02
## [600,]  3.606028275  1.0038165053  1.435417451 -0.3395447163 -1.782190e-01
## [601,]  0.859666407  3.0960814151  1.002854983  0.0895322704 -2.770181e-02
## [602,]  2.304640400 -0.4366503075  1.497183057 -0.4060924153  8.918993e-02
## [603,] -0.289535191  1.0385690969 -1.211782519  0.2473356174  9.337756e-02
## [604,]  2.573823470 -0.6607272528 -0.389733709 -0.1184569791  4.797669e-03
## [605,]  0.902385628  0.3433774147  1.146484947 -0.3408540254  6.581530e-02
## [606,]  4.241612533 -0.0347750124  0.091247426 -0.0781617745 -2.890431e-01
## [607,] -0.352948430  0.6080484202  1.389253417 -0.2607519571  9.462819e-02
## [608,] -1.365526244  2.2936378152 -0.082452498  0.0156378582 -2.758526e-02
## [609,]  1.225663424  0.3189340836 -1.178048602  0.3234697277  2.515614e-01
## [610,]  2.129533486  1.2058660214  0.178647402  0.0863448873  4.540788e-02
## [611,] -0.144387983 -0.3611237412  0.226948488 -0.1944539526  6.923978e-02
## [612,] -0.692908945  0.9118419027  0.102944059 -0.1710432649 -2.218672e-02
## [613,]  2.438301169  0.3734845245 -0.839537665  0.2521162271 -2.138532e-02
## [614,]  1.567827083 -0.9916419030  0.131815449 -0.2040927196  1.441440e-01
## [615,] -1.567719092 -0.3240324831  0.487401740 -0.0619526779 -2.053341e-02
## [616,]  0.991783563 -1.3513381849 -0.501118427 -0.1276126710  1.519954e-01
## [617,]  5.138040616 -2.6243973092  0.135858100 -0.4856358352 -3.405921e-01
## [618,]  2.147660072 -0.9512965852  0.156823094 -0.2858502305  2.088230e-02
## [619,]  1.120805097 -0.3899212876 -1.028189385  0.0310752741  1.140158e-01
## [620,]  1.521612153  0.7783736352 -0.539617116  0.1463745830  5.364772e-02
## [621,] -0.228209552  0.5315570248 -0.428032921 -0.0086804405  1.338090e-01
## [622,]  3.153318494  1.3405106170  0.280033283  0.2304915089  1.630423e-02
## [623,]  5.289696783 -1.7878057306 -1.136549682  0.0739892715 -2.954568e-01
## [624,]  3.055623938  0.7000696593 -0.977307876  0.5496610118 -4.368876e-02
## [625,] -0.343277972  1.5310416378 -0.034648674  0.0406796741  1.633907e-01
## [626,]  0.793480653  0.5125135239 -0.199844685 -0.0630400395  1.107434e-01
## [627,]  1.321791166  0.7722701528 -1.143726494  0.4184618109  1.562089e-01
## [628,]  0.884110720 -1.0025828189 -1.201485136 -0.0083490853  1.200076e-01
## [629,]  1.004261359 -0.6834902405 -0.246340752 -0.1162386142  1.621080e-01
## [630,]  0.120848417  0.6411285622 -0.222443065  0.0118166384  1.959227e-01
## [631,]  0.784963457  0.1625646837  0.091187206 -0.1698832021  9.652225e-02
## [632,]  0.593727853  1.1309331543 -0.361253723  0.0929492277  9.840475e-02
## [633,] -0.003825498  0.2726309286 -0.771427919  0.0283743044  1.212860e-01
## [634,] -1.730444297  0.9640819660 -0.762084480 -0.0168017203 -5.407522e-02
## [635,]  4.559915937 -0.1459599170 -1.544561879  0.7995248468 -1.505249e-01
## [636,] -0.966085346 -0.4059339961 -0.292831022 -0.0645054952  9.806881e-02
## [637,]  0.926772802 -0.9287116433 -0.999910618 -0.0421554209  1.083822e-01
## [638,]  3.882175384 -0.7709390220 -0.913414601  0.1581408129 -5.949879e-02
## [639,]  0.904113708  0.3064117322  0.017612692 -0.1574823019  5.366869e-02
## [640,] -1.342008088 -1.3813429771  0.841772702  0.3213848145  3.790869e-01
## [641,]  0.531865765  1.4208865538  0.093829482 -0.0172527303  5.217047e-02
## [642,]  2.409326874 -0.5516209765 -0.825607747  0.0108382966  2.282815e-02
## [643,] -0.237102611 -0.1701564469 -0.596771663 -0.0762868309  1.098508e-01
## [644,]  1.131886977 -0.0059332250 -0.521848080 -0.0581110773  7.196016e-02
## [645,]  1.688998321 -1.5872675477 -0.244512852 -0.1929264194  1.386601e-01
## [646,]  1.511020306 -0.5793912954 -0.122410614 -0.2001451274  5.912539e-02
## [647,]  0.117918316  0.2584376731 -0.913880099  0.0209072631  6.511681e-02
## [648,] -0.338935585  1.0750335837  0.332883523 -0.1870088132  1.111491e-05
## [649,] -0.621264099  0.3955702748  0.458391226 -0.2032906474  2.676083e-02
## [650,]  1.341009421 -0.7939603074 -0.418834676 -0.1439703763  7.863134e-02
## [651,]  5.107298298 -1.9755814590 -0.862260781 -0.1448195739 -3.699758e-01
## [652,]  1.217491455  0.7920304496  0.018800149 -0.0299691122  1.162703e-01
## [653,]  0.832375817  0.6439493492 -0.150140553 -0.0869332030  4.767236e-02
## [654,]  0.854790328  0.5212287753 -0.749519933  0.0898369311  1.055051e-01
## [655,]  4.345705213 -0.4432337237 -0.309701714  0.0116166407 -2.202732e-01
## [656,] -1.036039506 -0.2266307511 -0.060569024 -0.0981116013  3.161870e-02
## [657,]  4.221293456 -0.3266731923  1.481187749 -0.5837373004 -2.828803e-01
## [658,]  5.415616330 -0.4444765285 -0.872307777  0.4065795214 -3.787395e-01
## [659,]  0.266639380 -0.4528836606 -0.029804131 -0.1583582467  1.216952e-01
## [660,] -0.019678335  1.0334061540  0.309233928 -0.1496396227  6.463472e-02
## [661,] -1.820733943  0.7127119033 -0.685581851 -0.0291138173 -4.627301e-02
## [662,]  3.545420476  0.0409821222  0.391609519 -0.1324684690 -1.184540e-02
## [663,] -2.996100896 -0.2330420160 -0.123889482  0.0906580687 -2.218471e-01
## [664,] -0.097499891  0.7645984357 -0.047763462 -0.1037384718  7.963974e-02
## [665,]  1.449716631  1.0071723131 -0.663638532  0.3000528921  1.362942e-01
## [666,] -0.143412608 -0.5989202478  0.267649617 -0.1329792654  1.400725e-01
## [667,]  4.336608081 -1.9010741351  0.111804533 -0.3882614240 -2.103698e-01
## [668,]  1.044408493 -0.7991689833 -1.182350844  0.0575486863  2.145182e-01
## [669,]  6.038757971 -0.8276075312 -0.870782837  0.3643234042 -4.468562e-01
## [670,]  0.479439818 -1.0278572448  0.689194549 -0.1624130749  1.884913e-01
## [671,]  3.856140669 -0.2519547796 -1.105632912  0.3822533008 -6.771098e-02
## [672,]  5.108712440 -0.0803569564 -0.284848873  0.2490975660 -2.617954e-01
## [673,]  0.849808786  0.9500705587 -0.298360512  0.0550862733  1.116930e-01
## [674,]  1.061008982  1.5041747239  0.712088240 -0.1344154665  6.473736e-02
## [675,] -0.416972800  1.0101923473 -0.449483769 -0.0457826041 -1.961840e-03
## [676,]  1.536022202  0.5940531842  0.069940763 -0.0712391133  8.497506e-02
## [677,] -1.840436503  1.2087074473  0.298534875 -0.1595106171 -4.503512e-02
## [678,]  3.179580315 -0.2440778798 -0.877668648  0.1702236710 -7.825609e-02
## [679,]  4.704683346 -1.4910644922  0.078608050 -0.3070289513 -2.385283e-01
## [680,]  2.450427510 -0.1849814521 -1.273021097  0.3163536819  8.963521e-02
## [681,] -0.724045011 -0.9465020128 -0.301320350 -0.0455956264  1.212635e-01
## [682,]  3.851248702 -0.0919535292 -0.875594851  0.3018542747 -1.664598e-01
## [683,]  1.822044360  3.4009028533  1.309873841  0.2324837213 -7.438123e-02
## [684,] -1.275578747  0.3292763230 -0.501704334  0.0001817087  1.144698e-01
## [685,]  0.244074132 -0.1211934838 -0.829143350  0.0082191218  1.586355e-01
## [686,]  0.700799245 -1.3841111315  0.720802380 -0.1970909141  1.805875e-01
## [687,] -1.279224973  0.0986541661 -0.577250613  0.0462825114  1.619896e-01
## [688,]  2.642560857  0.8422719376 -0.660135370  0.4019454259  3.000604e-02
## [689,] -1.851757581 -0.4691876785  1.688719020  0.0960779366 -9.890767e-04
## [690,]  0.319046249  1.1621352910  0.308710905 -0.1439035008  2.486342e-02
## [691,]  0.448874325  1.9181237495  0.568197428 -0.1144495473 -3.088605e-02
## [692,]  3.096727796  1.5366303855  1.215285281 -0.2239073474 -2.190344e-01
## [693,]  2.575253037 -0.2384659494  0.833622470 -0.2278950093  3.824370e-01
## [694,] -2.089992800  0.7443761377  0.097295754 -0.0533812962 -5.077182e-02
## [695,]  6.988994213  2.6880341790  2.359524618  0.7234914291  6.401317e-01
## [696,]  0.327391347  1.6139759709  0.813219463 -0.2169206660  2.953831e-02
## [697,]  0.221656724 -0.4173407739 -0.118207633 -0.1596512066  1.108965e-01
## [698,]  0.012155373 -1.5868446689  0.826242363 -0.1145119784  1.032403e-01
## [699,]  0.391957398 -0.1986337630 -0.310586315 -0.1456748415  7.128679e-02
## [700,]  2.358339250  0.7759228965 -0.402602519  0.2143693792  5.768251e-02
## [701,]  1.933449995 -0.1736410259 -1.167485855  0.2275539214  1.586063e-01
## [702,]  3.193759233 -1.6021097256 -0.810200841 -0.1586196773 -8.614520e-02
## [703,]  3.582571526  0.1316637005 -0.845033233  0.3825484419  1.264377e-02
## [704,]  2.820146786  0.9365317021  0.569437958 -0.0948817457 -3.559514e-02
## [705,]  2.664087919  1.7314279239  0.240579534  0.2691152418 -6.872048e-02
## [706,] -0.125608890  0.6326994388 -0.352614634 -0.0511560974  1.268487e-01
## [707,] -1.567333010 -0.3704885078 -0.452586099  0.0200142936  6.753671e-02
## [708,]  0.625883581 -0.4374568075 -1.033419361  0.0467704296  1.854944e-01
## [709,]  6.500561728 -1.7178752292 -0.786286725  0.0290042620 -5.868571e-01
## [710,]  1.219774303 -0.2009822360 -0.008127337 -0.1623433390  1.126652e-01
## [711,] -1.046591561  2.0165980038  0.043864640 -0.0770149978 -6.949917e-02
## [712,]  5.449905342 -2.2910306160 -0.316814389 -0.3513912691 -4.252050e-01
## [713,] -0.001188612  1.4656929954 -0.652029889  0.2166855993  1.187061e-01
## [714,]  1.118102625 -0.1517616989 -0.720239984  0.0106929261  1.330932e-01
## [715,]  0.420564221  2.1688442467  0.906896157 -0.1286017236  6.453208e-02
## [716,]  0.592260830 -0.6424000645 -1.424453346  0.0654174742  1.090592e-01
## [717,]  1.259150920  2.1682161316  0.110938253  0.3212620791  1.446489e-01
## [718,] -1.654667513  0.0505349794 -0.832125869 -0.0312315305 -3.756111e-02
## [719,]  0.043121588  0.1905310894 -0.934356550  0.0519816508  1.192899e-01
## [720,]  1.476170269  0.3950396202 -0.221041133 -0.0277606274  8.184623e-02
## [721,] -1.155391001  0.1769767869  0.305659895 -0.1204343669  2.324286e-02
## [722,]  0.532049460  0.7002460258 -0.675903760  0.0795471848  7.901314e-02
## [723,]  2.325745254 -0.4670188240  2.144535376 -0.2960262983  3.423055e-01
## [724,]  0.652288046 -1.1846991047 -0.276007289 -0.1348261920  1.391903e-01
## [725,]  0.586943861 -0.1785084635  0.012562477 -0.1580332584  1.188311e-01
## [726,] -0.210410105  0.6300666313 -0.469929707 -0.0287217456  7.752697e-02
## [727,]  0.116346884  0.1727023130 -0.181331064 -0.1192693823  1.349575e-01
## [728,]  1.705126160  0.8687617022 -0.336892218  0.1088799508  3.003688e-02
## [729,] -1.845501461  0.7260201719  0.614008435 -0.1334598893 -3.435007e-02
## [730,] -0.249259308  0.3890608348  0.567225479 -0.1743595980  1.045793e-01
## [731,]  0.385543883  1.4629488549  0.513205674 -0.1834791287 -2.508803e-02
## [732,] -0.158308094 -0.1108480389  0.713569279 -0.2202735378  8.522330e-02
## [733,]  1.180639981  2.3529469850  0.907215469 -0.0114620585  2.671027e-02
## [734,]  0.979132814 -0.3460007802 -0.836515003 -0.0322825237  7.618889e-02
## [735,]  0.706941544  0.1478094974  0.212158014 -0.2467428901  7.104955e-03
## [736,]  2.117242011  0.0273790264  1.207241859 -0.3509411340  1.087459e-01
## [737,]  1.854322999  0.8584352077  1.111121765 -0.2754294542  4.902009e-02
## [738,] -2.312112869  0.2434248046  0.526323274 -0.0058423465 -6.523906e-02
## [739,]  4.035208712 -0.9713316041 -0.372631460 -0.0889655313 -1.108698e-01
## [740,] -0.040197901  0.1587073168 -0.278654747 -0.0774089668  1.278666e-01
## [741,]  1.704611751  2.2069234879  0.893422897  0.0106750042 -8.912395e-03
## [742,]  2.220460099  1.8341024069 -0.558955723  0.6710040289  2.873415e-03
## [743,]  1.383609493  0.2796771590 -1.089369849  0.2191379649  1.016909e-01
## [744,]  1.055199228 -0.1586979845 -0.334166846 -0.0258347534  2.055842e-01
## [745,] -1.888911186  0.8715435584  0.683959442 -0.1372882187 -5.823110e-02
## [746,] -0.221411546  0.4951048316 -1.268682930  0.1689320381  1.152311e-01
## [747,]  2.482930352  2.1304273810  0.951441659  0.1055143643  3.153008e-02
## [748,]  3.313533798  0.3442073333 -1.307968410  0.6680368081 -2.692693e-04
## [749,]  0.472035697  1.4310699685  1.501439912 -0.1910659330  3.453296e-01
## [750,]  0.716996531  0.4013799309 -0.286733347 -0.0659149274  9.557239e-02
## [751,]  1.070876340  0.0628353224  0.365967118 -0.2405976564  3.982903e-02
## [752,]  4.702546872 -1.3020699129  0.199000097 -0.2888682161 -2.154424e-01
## [753,] -2.069227729  0.5351395393 -0.971666243  0.0397730155 -3.433332e-02
## [754,] -0.162136842  1.1352842484  0.109628606 -0.1213994091  5.274791e-02
## [755,]  1.933530090  2.4967983841  1.184830036  0.0344240170  6.261807e-02
## [756,]  4.421404316 -0.5138756430 -0.841015220  0.2289391663 -1.964768e-01
## [757,]  3.217259315 -1.1764560345  0.467412961 -0.3168081735  2.948783e-02
## [758,]  0.785673897  0.5986633484 -0.332971828 -0.0202023409  8.657075e-02
## [759,]  0.589098439 -0.2336647114  1.824266130 -0.3141566261  1.801904e-01
## [760,]  2.194199753 -1.2024330607 -0.272668235 -0.2351891198  1.569087e-02
## [761,]  2.556813733 -0.3751148731  0.396445123 -0.2402030220  7.744060e-02
## [762,] -0.944143119 -0.0706238531 -0.347967062 -0.0070644768  1.619877e-01
## [763,]  1.343123450  1.1741337962  0.784170665 -0.2679564772 -6.942890e-02
## [764,]  1.407062140  0.9254665884  0.647336098 -0.2279387230 -8.425923e-03
## [765,] -0.399371130  0.7093790957  1.071812463 -0.2373926211  8.748021e-02
## [766,]  2.035233612  0.2813334991 -1.000592227  0.2375484840  1.141578e-02
## [767,]  0.123420916  0.1754595173 -0.311052854 -0.0616441977  1.315309e-01
## [768,]  2.862633224  0.2735853364 -1.346666101  0.5335429740 -1.188420e-02
## [769,]  4.861682714  1.6031068712  0.904819703  0.2158476690 -3.914065e-01
## [770,]  4.911122677 -2.5739794837  0.071436898 -0.5033980913 -3.846338e-01
## [771,]  2.216947858 -0.9854377022  0.528460735 -0.3291862035  5.223733e-02
## [772,]  4.268268427 -1.9949582556 -0.509046685 -0.2448433206 -1.845897e-01
## [773,] -0.671722340  2.0227789573  0.045153558  0.0276922096  6.333750e-02
## [774,]  1.082772559 -0.7149746277 -1.302116388  0.0446401810  8.928070e-02
## [775,] -0.078164109  1.7365880486 -0.552040761  0.2315202951  8.973639e-02
## [776,]  0.061024132 -0.9329684274 -0.723317859 -0.0321491164  1.761288e-01
## [777,]  4.016487756 -1.3768882773 -1.090876828  0.0680824966 -8.480899e-02
## [778,]  4.444321343 -1.9608039083  0.907077824 -0.5362322509 -2.372185e-01
## [779,]  3.366828225 -0.1112076531  0.059650019 -0.1199319069 -2.216478e-02
## [780,]  1.115372169  0.6549230699 -0.470336606  0.0083447304  9.169765e-03
## [781,] -0.717930669  0.4705044186 -1.023278465  0.0535137219  6.962113e-02
## [782,]  4.068807573 -1.1276988493 -0.363424698 -0.1684993844 -1.968934e-01
## [783,] -1.981488675  1.2122286930 -1.234533089  0.1245937842 -3.173380e-02
## [784,]  1.076413566  0.1746111658 -1.281668231  0.2176967250  9.063457e-02
## [785,] -0.109517260  0.2883310054 -1.095825485  0.0834032922  1.053096e-01
## [786,] -1.351885780  0.0245374762 -0.120170448 -0.0578223301  5.953451e-02
## [787,]  3.020510193 -0.3066248433 -0.522123712  0.0239721058 -4.721606e-02
## [788,]  1.254816418  0.2125480888 -0.233283980 -0.0398799823  1.594759e-01
## [789,]  2.073287069 -0.5063254371 -0.635060571 -0.0504711219  2.931692e-02
## [790,]  0.043729551 -0.3819300410 -0.585480753 -0.0796018853  1.248305e-01
## [791,]  1.025479964 -1.2228733426 -0.776895046 -0.1113893494  9.861365e-02
## [792,]  2.899324501 -0.2471920834  0.071206456 -0.0509127730  1.575842e-01
## [793,]  0.312726432 -0.4349565191 -0.957251112 -0.0096305985  1.290954e-01
## [794,] -0.241229644  1.5628399422 -0.353559140  0.0378935695 -8.871764e-04
## [795,]  1.131647704  0.4873329642  0.189314124 -0.1706429921  5.890079e-02
## [796,] -0.285913633  1.8480178502  0.335097335 -0.0311312490  1.259579e-01
## [797,]  0.050791993 -0.7995844756  0.353317842 -0.1261395638  1.608616e-01
## [798,]  0.541798194  1.2733065062  0.478846717 -0.1946923205 -1.186482e-02
## [799,] -1.060699344 -0.6803050302 -0.027863426 -0.0629718041  5.637563e-02
## [800,]  0.098223491 -0.8012579548 -0.326999892 -0.1353761912  1.256548e-01
## [801,]  2.824315662 -0.3676536464 -1.111708175  0.2028581681  3.318015e-03
## [802,]  3.703005261 -1.8617412876 -0.448842381 -0.2623862342 -1.298165e-01
## [803,] -0.089863563  4.0787584273  1.371019133  0.0823529511 -1.059149e-01
## [804,]  3.055857781 -1.1185293952 -1.743541751  0.2888930625  3.590245e-02
## [805,]  6.325069982 -2.1390041834 -0.299982660 -0.3162086730 -6.065681e-01
## [806,] -1.378241750  1.9071461886 -0.524916542  0.0584650044 -4.335536e-02
## [807,]  3.200822916  0.9865542579  0.282994333  0.0659190591 -1.256159e-01
## [808,] -0.499496031  0.3204239588 -0.019511903 -0.1939360141 -2.441626e-02
## [809,]  0.572691595  0.1669465278 -0.528973442 -0.0064961634  1.506168e-01
## [810,]  0.903261622  0.5472874036 -1.199555443  0.2661801002  1.076545e-01
## [811,]  2.092370250  0.5869373213  0.295662872 -0.1606293882 -3.312507e-02
## [812,]  0.189576676  0.4908199672 -1.219695545  0.1754127404  8.663807e-02
## [813,]  7.128640027 -0.8487483994 -0.131119349  0.0838859888 -7.876603e-01
## [814,]  4.023984809  1.5048368624  0.546387386  0.3650109544  4.210139e-02
## [815,]  0.386640824  1.4471734676 -0.573623869  0.2216482748  1.557142e-01
## [816,]  1.725737896 -0.1088847946 -0.360773888 -0.0712386236  6.417022e-02
## [817,] -1.182814898  0.1792830147  0.180838238 -0.1213676114  1.462972e-02
## [818,] -0.163795674 -1.1063554986 -0.120402441 -0.1241042151  9.792396e-02
## [819,]  0.557234723  0.0172017415 -1.031624981  0.0418819033  7.105651e-02
## [820,] -0.182659382  1.0757226041 -0.402879404 -0.0204285432  5.674562e-02
## [821,]  3.583478279 -1.6899708921 -0.951924786 -0.1163364785 -1.093537e-01
## [822,]  1.910119251 -0.6064039928 -0.490212104 -0.0784447905  1.252978e-01
## [823,] -1.397373734 -0.2639991535 -1.979248612  0.1339430559  2.908614e-02
## [824,]  1.101607493 -0.3538016155 -0.203010146 -0.1699770423  1.019490e-01
## [825,]  1.296895247 -0.6350849159 -0.438854665 -0.1469059664  8.783162e-02
## [826,] -1.624535758 -0.5829764969 -0.246047478 -0.0097245055  8.372423e-03
## [827,] -2.265215919  0.3152635224 -1.352610367  0.0568379951 -8.469915e-02
## [828,] -1.315583784 -0.2063808440  0.243957243  0.0378750152  1.796577e-01
## [829,]  0.065097974 -0.0245404733  0.650606584 -0.2343777743  1.706557e-01
## [830,]  2.718592225  3.0172088681  1.258843034  0.2245082219 -1.908658e-01
## [831,]  2.054303867 -0.7815448162 -0.477542836 -0.1020326730  8.269682e-02
## [832,] -2.671785399 -0.8860955956  1.814569009  0.3260744296 -1.509373e-01
## [833,]  0.029936306 -0.1080932213  0.148698978 -0.0902026445  1.974883e-01
## [834,] -0.528461107 -0.9279209773  0.382701127 -0.0093487018  2.039192e-01
## [835,]  3.204017996  0.3431623084 -0.131661479  0.0310459754 -1.132808e-01
## [836,]  0.617939396  1.6648420463  0.049672145  0.0703864526  1.016616e-01
## [837,]  7.478838503  4.6084239850  2.786821218  1.7117961237  1.777830e-01
## [838,]  2.935991790 -0.8586480163 -0.855046788  0.0062607281  2.816553e-02
## [839,]  0.021478631 -1.6943308630  0.433637552 -0.0645776154  1.496527e-01
## [840,] -1.184122709 -0.2796335497  1.067135374 -0.0907444057  4.090532e-02
## [841,] -2.420897440 -0.4895949928 -0.464780791  0.0863063832 -7.632603e-02
## [842,]  0.234480252 -1.0515465779 -0.249867564 -0.0915547935  1.883700e-01
## [843,]  0.958255234 -0.0526758532  0.306633329 -0.1715705023  2.158155e-01
## [844,]  0.573301415 -0.0167485912  0.259240027 -0.2040590055  7.813753e-02
## [845,]  0.572330322 -1.2000557253 -1.206640491  0.0219823709  2.286811e-01
## [846,]  3.392116991 -0.5649884310 -0.317478006 -0.0800202878 -6.596865e-02
## [847,] -0.709670912 -0.5341418075 -0.369178452 -0.0654256043  1.072618e-01
## [848,]  4.112407819 -1.3455515602 -0.559149978 -0.0979444031 -9.835131e-02
## [849,]  0.427507362 -1.2419514881  0.527774229 -0.2163564425  8.286405e-02
## [850,]  0.617557725 -1.7705697351  0.930499182 -0.1072028092  1.971960e-01
## [851,]  1.382815359  1.4737802462 -0.084344705  0.1437667167  5.247978e-02
## [852,] -0.645388855  0.4577870637 -0.470332981 -0.0724227443  3.431532e-02
## [853,] -0.542322280  1.1913650941 -0.950601166  0.1183870834 -8.755883e-03
## [854,]  2.326113044  0.5438417732  0.113141789 -0.1012802150 -5.015120e-02
## [855,] -0.343909483  1.5437253319 -0.220339967  0.0220146665  8.966890e-02
## [856,]  5.414001215  0.6391349186  1.198965915 -0.1085215706 -3.016960e-01
## [857,]  3.587816203 -2.1622561606 -0.445907188 -0.2518693125  2.721453e-02
## [858,]  1.681821607 -0.2770791479  0.757250968 -0.3972231561 -5.681602e-02
## [859,] -1.249942414  0.9264542697 -1.237925098  0.1378456103  7.185088e-02
## [860,]  2.737685113  0.0184916365  0.293758065 -0.1995402410 -4.984736e-02
## [861,]  3.882801770 -1.2834566093 -0.550525296 -0.1665778687 -2.033866e-01
## [862,] -2.155503662 -0.9393334059  1.507059258  0.2001386362 -7.977326e-02
## [863,]  0.884724832 -1.2187409702 -1.188077790 -0.0258470085  1.222022e-01
## [864,] -0.652786245  2.1473360767  0.326661676 -0.0666758138  1.064489e-02
## [865,]  2.522405849  0.4638429397  0.591338138 -0.2263605746 -6.524003e-02
## [866,]  3.430659622 -1.3878598020 -0.620608681 -0.1253179339 -2.581287e-02
## [867,]  6.581184302 -1.3714253092 -0.457017820 -0.0410182529 -7.011548e-01
## [868,] -0.795440846  1.1074294697 -1.159815672  0.1790095059  4.685186e-02
## [869,]  2.959869739 -0.7320951853 -1.193850364  0.1691372325  1.682996e-02
## [870,]  0.001651026  1.4999650779 -0.116468844  0.0396050550  1.478251e-01
## [871,]  4.637884578 -1.0400734583 -1.431767729  0.3018311369 -3.061388e-01
## [872,]  1.151884499  0.3644192369 -0.444814380 -0.0335238105  4.708675e-02
## [873,] -1.198065694 -0.5103024977  0.321292173 -0.0625505198  9.596510e-02
## [874,]  0.665281891 -0.0299886254  0.210568883 -0.1752842795  1.189726e-01
## [875,]  0.705842816 -1.1344838225 -1.205773584 -0.0327077810  1.322402e-01
## [876,]  0.397096262  0.7072488556 -1.336343644  0.2817048595  9.345315e-02
## [877,]  2.149179698  0.8763308953 -0.135660001  0.1332882190  9.458626e-02
## [878,]  2.158994580 -0.3743275358  0.274431129 -0.2341173724  8.626186e-02
## [879,]  3.562259367 -0.6601107849 -0.951055122  0.1361731133 -9.816147e-02
## [880,]  0.253963537  1.7514262818  0.098087318  0.0536367387  1.047631e-01
## [881,]  6.043016652 -4.4631798598  2.732392233 -0.3752573870 -3.958143e-02
## [882,]  3.440207831  0.6667288929  0.551535767 -0.1254045333 -1.791975e-01
## [883,]  1.306786105  0.0128444377  0.178318126 -0.2019034908  6.067062e-02
## [884,]  4.060524502 -1.6715639312 -0.677635973 -0.1840141349 -2.025094e-01
## [885,]  1.337817949 -0.4003536850 -0.584494890 -0.0797344788  9.510209e-02
## [886,] -1.748576448  1.3934414850  0.443765369 -0.2026542951 -1.248194e-01
## [887,]  2.648973008 -1.7798932382 -0.432113384 -0.2304677890  1.852582e-02
## [888,]  0.676346417  0.6800443203 -0.722675649  0.1108499303  9.491179e-02
## [889,] -1.106787095 -0.5383171045  0.538959657 -0.0590133379  1.022187e-01
## [890,]  0.061387145  2.2033824097  1.050057001 -0.2312420834  5.225147e-02
## [891,]  0.315353248  0.9473289880 -0.401645239  0.0439176638  9.663179e-02
## [892,]  0.889175659 -1.2048764620 -0.538703325 -0.1711923468  5.891116e-02
## [893,]  3.631705071  1.5765735575  0.964421326 -0.0035674372 -1.965903e-01
## [894,]  4.911081171 -0.7927203130 -0.081677975 -0.1703730354 -3.981504e-01
## [895,]  1.770735545  0.9053032688  0.916394986 -0.2421238514  5.434146e-02
## [896,] -0.114564832  0.6942593928  0.129841786 -0.1877050250 -6.606064e-03
## [897,]  0.273425113  0.9534036730  0.696102083 -0.2166830160  1.077767e-01
## [898,]  0.682071808 -1.3074715904  0.091681470 -0.0667781298  2.627793e-01
## [899,]  0.648049242  0.9787039606  0.091362683 -0.0805587589  7.798299e-02
## [900,]  0.487283856  2.1069448641 -0.191834014  0.2657459066  6.281299e-02
##                  PC6           PC7
##   [1,] -1.305046e-02  3.705580e-03
##   [2,] -1.380135e-02  5.668952e-03
##   [3,]  4.339440e-02  7.204504e-03
##   [4,] -4.226070e-02  1.337909e-02
##   [5,]  5.243930e-02  6.945311e-03
##   [6,] -3.884966e-02 -8.369549e-03
##   [7,] -5.880875e-02 -8.687680e-03
##   [8,]  3.115537e-02 -2.543010e-02
##   [9,] -8.258097e-02 -1.159409e-02
##  [10,]  6.607401e-02 -3.387407e-02
##  [11,]  1.075229e-02  4.964939e-03
##  [12,] -5.084127e-02 -1.408029e-02
##  [13,] -3.862778e-02 -8.098964e-03
##  [14,]  9.470629e-02  1.889423e-03
##  [15,]  5.094403e-03  3.294537e-03
##  [16,] -1.602883e-01  9.652409e-03
##  [17,]  6.687772e-03 -1.161229e-03
##  [18,]  3.247134e-02 -2.347041e-02
##  [19,] -5.956187e-02 -1.970038e-02
##  [20,]  4.989608e-02 -1.123040e-02
##  [21,] -2.116256e-02  1.533124e-02
##  [22,] -1.962487e-02 -1.401069e-02
##  [23,]  6.781869e-02 -2.566727e-02
##  [24,]  1.493954e-01  1.588188e-02
##  [25,]  1.049483e-01 -3.481568e-02
##  [26,]  2.686192e-02 -2.959011e-03
##  [27,]  7.986630e-02 -1.062828e-02
##  [28,] -1.162557e-02  7.378148e-03
##  [29,]  1.102665e-01  3.769008e-03
##  [30,] -2.167916e-02 -2.716843e-02
##  [31,]  3.425868e-02 -7.848917e-03
##  [32,] -1.022136e-01 -3.045854e-03
##  [33,] -5.710045e-03  1.861328e-02
##  [34,] -2.615960e-02 -2.745236e-03
##  [35,]  7.851701e-02  7.146069e-02
##  [36,] -1.542483e-02  1.870540e-02
##  [37,] -2.289061e-02  2.414915e-02
##  [38,] -1.839574e-02  1.538568e-02
##  [39,]  2.170918e-02  4.050695e-03
##  [40,] -2.881798e-03 -2.140447e-03
##  [41,] -5.876135e-03  2.399087e-02
##  [42,]  2.795667e-02 -4.070663e-03
##  [43,] -2.727522e-02  2.502825e-02
##  [44,]  1.328721e-01  1.012374e-02
##  [45,]  4.032374e-02  1.140000e-02
##  [46,] -4.710934e-02  4.051519e-02
##  [47,]  3.132487e-02 -1.680375e-02
##  [48,] -8.867703e-02  1.598354e-02
##  [49,] -7.075977e-02 -8.901403e-03
##  [50,] -2.068427e-02  9.395232e-03
##  [51,] -3.394668e-02 -1.157340e-02
##  [52,]  4.802836e-02 -1.381209e-02
##  [53,]  7.759624e-02 -9.481801e-03
##  [54,] -9.984824e-02  1.289258e-02
##  [55,]  6.538634e-02  4.887399e-04
##  [56,] -2.223638e-02 -6.905357e-03
##  [57,] -3.263403e-02  2.077346e-02
##  [58,] -6.969321e-02  1.226081e-02
##  [59,]  2.268173e-02  2.950632e-02
##  [60,] -1.553755e-01 -1.548146e-02
##  [61,]  1.301760e-02 -7.344641e-03
##  [62,] -5.939980e-02 -1.331370e-02
##  [63,]  3.462815e-02  1.200864e-02
##  [64,]  2.597098e-02  6.049250e-03
##  [65,]  9.390766e-04  4.890195e-03
##  [66,] -4.945862e-02  2.024108e-02
##  [67,] -1.214456e-02 -5.960944e-03
##  [68,]  7.609109e-02 -3.490259e-03
##  [69,] -6.009040e-02  1.416359e-02
##  [70,] -2.900845e-02  1.146966e-02
##  [71,]  2.103269e-02  4.368345e-03
##  [72,] -8.551007e-02  3.327615e-02
##  [73,] -5.386398e-02  1.732691e-02
##  [74,] -3.011240e-02  1.725945e-02
##  [75,] -1.603688e-02 -1.376885e-03
##  [76,] -3.342179e-02 -2.081641e-03
##  [77,]  7.659927e-04  8.336837e-03
##  [78,] -6.895178e-02 -8.001744e-03
##  [79,]  5.882806e-02 -2.054222e-02
##  [80,] -5.693451e-02 -1.552880e-02
##  [81,] -2.544822e-02 -9.114995e-03
##  [82,] -7.977802e-02  1.407098e-02
##  [83,] -7.546534e-02  1.035793e-02
##  [84,]  1.157676e-01 -3.932159e-03
##  [85,]  8.939525e-03  1.497166e-03
##  [86,] -4.104482e-01 -1.336675e-01
##  [87,]  8.228401e-02 -3.180517e-02
##  [88,] -4.320030e-02 -1.625382e-02
##  [89,] -1.180259e-01 -1.443598e-02
##  [90,] -3.642309e-02 -1.809321e-03
##  [91,] -8.627475e-03 -2.101958e-02
##  [92,] -1.469164e-02 -4.124932e-03
##  [93,]  5.716621e-02 -1.037116e-02
##  [94,]  2.549845e-02 -2.636470e-02
##  [95,] -9.250134e-02 -1.989364e-03
##  [96,] -9.505067e-02  7.924663e-04
##  [97,]  8.831594e-02 -2.628486e-02
##  [98,]  5.184209e-02 -3.125202e-02
##  [99,] -3.999704e-02 -5.315083e-03
## [100,]  1.266686e-01 -1.751255e-02
## [101,]  3.810370e-02 -1.097105e-02
## [102,] -1.363215e-02 -4.125820e-03
## [103,]  5.715555e-02 -5.963899e-03
## [104,] -9.005894e-02  3.043419e-02
## [105,] -2.173173e-02 -3.231499e-03
## [106,] -4.955713e-02 -1.362306e-02
## [107,]  3.995076e-02  4.040097e-02
## [108,]  9.901178e-03  9.963467e-03
## [109,]  2.749049e-02 -9.234332e-03
## [110,]  2.260807e-02  1.671789e-03
## [111,] -1.213475e-01  7.975182e-02
## [112,] -1.530990e-01  3.339131e-02
## [113,]  9.681665e-04 -2.666694e-02
## [114,] -1.353885e-02 -5.142499e-03
## [115,] -4.181444e-02  8.614453e-03
## [116,]  1.179973e-02  9.554719e-03
## [117,] -7.622638e-02  2.829297e-02
## [118,]  5.030571e-02 -4.706132e-03
## [119,] -7.533424e-02  7.305741e-03
## [120,]  4.352517e-02 -7.997097e-03
## [121,] -1.904474e-02  2.261069e-02
## [122,] -4.908308e-02  1.985807e-02
## [123,]  1.182225e-02 -6.697067e-04
## [124,] -5.311127e-02  6.307122e-03
## [125,] -1.391807e-02  1.426678e-02
## [126,] -2.528742e-03 -6.964939e-03
## [127,]  1.028838e-01  9.623549e-04
## [128,]  2.904198e-02  9.624181e-03
## [129,] -6.009542e-02  9.974422e-03
## [130,]  1.069387e-01 -5.344041e-03
## [131,]  2.828788e-02  6.879511e-03
## [132,]  5.207184e-02 -2.527112e-02
## [133,] -3.644313e-02 -3.133651e-03
## [134,] -2.840565e-02  2.700877e-03
## [135,] -4.423889e-02 -9.018549e-04
## [136,] -3.425181e-03 -8.164788e-03
## [137,]  8.126629e-02 -2.413258e-02
## [138,] -3.245244e-02  9.291076e-03
## [139,] -9.196384e-02  6.128149e-03
## [140,]  8.808739e-02 -3.382371e-02
## [141,]  7.052763e-03  2.870817e-03
## [142,] -7.582849e-02  3.503549e-03
## [143,]  1.836139e-02  1.089581e-02
## [144,] -3.823066e-03 -2.435080e-02
## [145,] -4.253755e-02 -4.977903e-03
## [146,]  2.218152e-03  2.076762e-03
## [147,]  2.730329e-02 -4.243259e-03
## [148,] -3.667070e-02 -5.845045e-03
## [149,] -9.680435e-02 -1.407265e-02
## [150,]  3.236836e-03  3.714830e-03
## [151,] -1.176168e-01  3.578087e-02
## [152,] -7.196429e-03 -1.883677e-02
## [153,]  2.976681e-02 -1.981084e-02
## [154,]  6.572551e-02  5.760128e-03
## [155,]  1.978505e-02  4.653296e-03
## [156,]  3.004502e-02 -4.027661e-03
## [157,]  1.188879e-01  4.903863e-02
## [158,] -4.571587e-02 -2.768256e-03
## [159,] -6.527187e-02  3.037910e-02
## [160,] -9.981038e-02  1.667405e-02
## [161,] -3.786375e-02 -8.250178e-03
## [162,] -2.823142e-02  1.955294e-02
## [163,] -8.301665e-03  4.370816e-03
## [164,] -2.060659e-02  2.793127e-02
## [165,] -2.480066e-02  2.488379e-02
## [166,] -5.095233e-02  1.041546e-02
## [167,] -9.160375e-02  1.088846e-02
## [168,] -7.354513e-02  1.886180e-02
## [169,]  5.522905e-02 -9.321533e-03
## [170,] -8.319094e-02  3.475155e-03
## [171,]  5.150621e-03  3.179315e-02
## [172,] -5.094853e-02  2.059129e-02
## [173,]  9.938108e-03 -2.146668e-02
## [174,] -4.279758e-02  4.004412e-02
## [175,] -2.796905e-02 -1.541285e-02
## [176,] -6.281462e-02 -1.143673e-02
## [177,] -6.268828e-03  7.957616e-03
## [178,]  1.473620e-02 -1.226385e-02
## [179,] -9.256733e-03  1.626830e-02
## [180,] -3.380569e-02 -2.330723e-02
## [181,]  2.745254e-02 -1.148269e-02
## [182,] -2.341733e-02 -2.580334e-02
## [183,]  4.731000e-02 -2.304803e-02
## [184,] -7.603237e-02  3.072733e-04
## [185,]  1.186653e-01 -4.623114e-02
## [186,] -6.567484e-02 -1.225873e-02
## [187,] -1.361647e-01 -1.923077e-02
## [188,]  4.263672e-02 -1.852206e-02
## [189,]  2.983705e-02 -1.735997e-02
## [190,]  3.799715e-02 -2.716523e-02
## [191,]  7.733881e-02 -4.358820e-02
## [192,]  1.136028e-01 -3.460655e-02
## [193,]  8.191894e-03  3.086635e-02
## [194,]  6.636121e-02 -1.735669e-02
## [195,] -1.810246e-03 -2.383774e-02
## [196,]  4.914949e-02 -2.222243e-02
## [197,]  6.431175e-02 -3.488324e-02
## [198,]  1.944319e-01 -8.929919e-03
## [199,] -8.663229e-03 -9.788848e-03
## [200,]  6.853108e-02 -3.688717e-02
## [201,]  5.214623e-02 -3.092332e-02
## [202,]  6.425067e-02 -1.639953e-02
## [203,]  3.750861e-02 -2.920621e-02
## [204,]  4.820407e-02 -3.973291e-02
## [205,]  9.045188e-03 -1.187117e-02
## [206,]  5.776172e-02 -2.420623e-02
## [207,] -7.268307e-02 -1.587033e-02
## [208,] -2.070685e-02 -5.198566e-03
## [209,] -3.988940e-02 -2.086515e-03
## [210,]  1.913480e-03 -3.231450e-02
## [211,] -2.058686e-03  5.906007e-03
## [212,] -1.483160e-02  3.364057e-03
## [213,] -8.842459e-03 -1.736461e-02
## [214,]  7.633978e-03 -1.401243e-02
## [215,] -7.335817e-02 -1.139386e-02
## [216,]  4.978494e-02 -1.326267e-02
## [217,] -9.946406e-03 -7.258118e-03
## [218,] -6.810657e-02  3.671676e-02
## [219,] -4.794226e-02  2.356283e-02
## [220,] -3.382547e-02  1.624783e-02
## [221,] -1.108915e-01  2.841823e-02
## [222,] -5.607170e-02  2.956285e-02
## [223,]  3.377021e-02  1.815299e-02
## [224,]  5.835011e-02 -5.937085e-03
## [225,]  4.012337e-02 -3.448104e-02
## [226,]  4.306333e-02 -2.002621e-02
## [227,]  1.591740e-02  5.410585e-03
## [228,] -6.291131e-03 -9.851131e-03
## [229,]  5.194255e-02  5.951512e-03
## [230,]  4.899305e-02 -4.094253e-02
## [231,] -2.775345e-02 -1.157568e-02
## [232,]  1.878368e-02  2.999866e-02
## [233,]  3.615130e-02 -8.144418e-03
## [234,] -1.341844e-01  2.758724e-03
## [235,] -2.540987e-02 -8.614121e-03
## [236,]  3.222009e-02  3.264055e-03
## [237,]  5.824529e-02 -5.891519e-04
## [238,] -2.989424e-02 -9.079348e-03
## [239,] -9.626682e-02  1.653226e-02
## [240,] -7.342492e-02 -6.934736e-03
## [241,] -3.949093e-02 -1.261990e-02
## [242,] -1.115220e-01  1.545075e-03
## [243,] -2.781519e-02  2.547915e-03
## [244,] -1.158920e-02 -1.731025e-02
## [245,]  8.127628e-02 -2.053444e-02
## [246,] -2.491170e-02  5.727209e-04
## [247,] -1.432164e-01  3.634072e-02
## [248,]  2.024759e-02 -1.455364e-02
## [249,] -3.219267e-02  1.263842e-02
## [250,] -1.596482e-02 -1.164824e-02
## [251,] -4.087256e-02  2.715660e-02
## [252,]  2.976474e-02  2.050724e-02
## [253,] -1.040384e-01 -1.338012e-02
## [254,] -3.373358e-03  1.925881e-02
## [255,]  1.110244e-02 -2.855521e-02
## [256,] -4.861246e-02 -2.271091e-02
## [257,] -5.653695e-03 -2.490767e-02
## [258,] -1.627446e-02 -3.061980e-02
## [259,]  3.084510e-02  2.233904e-03
## [260,] -3.360864e-02 -3.881447e-02
## [261,]  9.955019e-03 -4.415846e-04
## [262,] -1.802849e-02 -1.816939e-02
## [263,] -2.384574e-02 -1.228377e-02
## [264,] -4.210927e-02 -2.799939e-02
## [265,] -1.863974e-02 -8.266152e-03
## [266,]  4.788016e-02 -1.181955e-02
## [267,]  1.516395e-02 -2.358128e-02
## [268,] -2.303972e-02  3.707232e-03
## [269,]  4.372194e-03 -1.729800e-02
## [270,]  8.329138e-02 -3.040828e-02
## [271,]  2.098864e-03 -5.560176e-03
## [272,]  1.024911e-01 -6.873522e-03
## [273,]  9.470591e-02 -3.087653e-02
## [274,]  4.078873e-02 -2.602060e-02
## [275,] -1.211310e-01  3.704337e-02
## [276,] -6.122251e-02  1.879377e-02
## [277,] -3.142130e-02  1.337245e-02
## [278,] -5.923927e-03 -2.905538e-02
## [279,] -9.119792e-02  2.301598e-02
## [280,]  3.878504e-02 -2.329986e-02
## [281,]  2.717897e-02 -1.283761e-02
## [282,]  1.205959e-02  2.723409e-02
## [283,]  1.064776e-02 -8.107973e-03
## [284,]  3.973658e-02 -9.301607e-03
## [285,]  4.306596e-02 -2.185704e-02
## [286,] -1.790248e-02  4.933436e-03
## [287,]  2.061337e-02 -5.388410e-03
## [288,] -5.070517e-03  1.838142e-02
## [289,]  6.367721e-02 -2.243344e-02
## [290,]  3.169961e-02 -1.658030e-02
## [291,] -5.255887e-01 -7.902613e-02
## [292,]  5.325492e-02 -1.324759e-02
## [293,]  8.429171e-04 -1.059597e-02
## [294,] -9.042977e-03  2.338886e-02
## [295,]  5.611946e-02 -2.226668e-02
## [296,]  8.935759e-02 -3.789600e-02
## [297,]  5.196510e-03  2.040140e-02
## [298,]  2.661537e-02  1.299429e-02
## [299,]  7.844628e-02 -3.402161e-02
## [300,] -7.937638e-02 -7.854313e-03
## [301,]  8.934031e-02 -3.203644e-02
## [302,]  4.478566e-02 -1.772155e-02
## [303,]  1.503144e-03 -5.781472e-03
## [304,]  4.468434e-02 -1.994271e-02
## [305,] -1.444776e-02 -9.258725e-03
## [306,]  3.266287e-02 -1.312671e-02
## [307,]  4.449537e-02 -1.421845e-02
## [308,] -1.667589e-02 -4.460910e-02
## [309,]  4.559444e-02 -3.348401e-02
## [310,]  8.769639e-03  1.959474e-02
## [311,]  5.537557e-03 -2.881620e-02
## [312,] -5.598892e-02 -2.903252e-02
## [313,]  6.516715e-02 -3.589891e-02
## [314,] -1.097760e-01 -2.382184e-02
## [315,]  5.441198e-02 -2.715990e-02
## [316,] -1.827313e-02 -2.719656e-02
## [317,]  1.421253e-01  1.543994e-02
## [318,] -6.486160e-02 -1.234024e-02
## [319,]  1.084714e-01 -2.388245e-02
## [320,] -1.318672e-03 -1.891460e-02
## [321,] -4.237604e-04 -8.087988e-03
## [322,] -1.964809e-02 -3.826582e-03
## [323,] -6.375715e-02  2.712772e-03
## [324,]  1.636916e-02 -8.759638e-03
## [325,]  3.469358e-02 -2.478040e-02
## [326,] -1.292544e-01 -1.565656e-02
## [327,]  1.197547e-02 -9.103091e-03
## [328,] -1.703018e-03 -5.445395e-03
## [329,] -2.810481e-03 -1.950622e-02
## [330,]  1.929842e-02 -2.296410e-02
## [331,] -8.957976e-03  4.512826e-03
## [332,] -8.430456e-03 -7.878464e-03
## [333,] -6.791756e-02  5.443004e-03
## [334,]  5.485757e-05 -1.770878e-02
## [335,]  5.922094e-02  3.039140e-02
## [336,] -8.717300e-02 -3.225441e-03
## [337,]  5.732057e-02 -3.382474e-02
## [338,] -2.753623e-02  2.518285e-02
## [339,]  4.529895e-03 -8.844414e-03
## [340,] -6.718482e-02  1.076175e-03
## [341,] -9.062457e-02 -5.606991e-03
## [342,] -4.344456e-02  1.585575e-02
## [343,]  4.231064e-02 -2.009544e-02
## [344,] -7.312399e-02  1.969435e-02
## [345,]  3.324599e-02 -2.547209e-02
## [346,]  4.462305e-02 -1.361163e-02
## [347,] -3.481320e-02 -1.357264e-02
## [348,]  1.172692e-02 -1.035366e-02
## [349,] -6.239153e-03 -1.942829e-02
## [350,]  2.159999e-02  2.468845e-02
## [351,] -3.944234e-02 -2.032160e-02
## [352,]  5.464044e-02 -2.763097e-02
## [353,] -2.131352e-02 -1.169009e-02
## [354,] -6.061238e-02 -1.892995e-02
## [355,]  3.449790e-02 -2.421946e-02
## [356,]  4.755879e-02 -1.246536e-02
## [357,]  8.975673e-02  1.309212e-02
## [358,] -1.895646e-02 -3.739337e-03
## [359,]  1.973042e-02 -1.758359e-03
## [360,]  1.045968e-02 -2.609894e-02
## [361,] -1.172078e-01  2.675807e-02
## [362,]  3.995938e-03 -1.269177e-02
## [363,]  2.330959e-02 -2.938308e-02
## [364,]  8.364009e-02 -3.505539e-02
## [365,]  6.604191e-02 -2.797595e-02
## [366,] -3.444594e-02 -1.198460e-02
## [367,]  4.593981e-02 -1.601105e-02
## [368,]  8.785269e-03 -2.394938e-02
## [369,]  7.295484e-02 -2.255623e-02
## [370,] -1.834770e-02  2.112017e-04
## [371,] -1.226637e-01 -1.922228e-02
## [372,]  4.915359e-02 -1.679312e-02
## [373,]  1.460226e-01 -1.702417e-02
## [374,]  5.383904e-02 -1.659748e-02
## [375,]  1.667866e-03 -2.267278e-02
## [376,]  6.513028e-02  1.580941e-02
## [377,]  6.583951e-02 -2.055080e-02
## [378,] -7.286524e-02 -2.009999e-02
## [379,]  3.642935e-02 -8.837777e-03
## [380,]  4.388146e-02 -1.332558e-02
## [381,]  4.583036e-02 -3.788014e-03
## [382,] -1.205851e-01  1.824974e-04
## [383,] -2.043642e-01  3.059376e-03
## [384,]  1.966507e-02 -8.760437e-03
## [385,]  2.817111e-02 -1.373656e-02
## [386,] -4.430853e-02 -1.279818e-02
## [387,] -2.227468e-02  3.773144e-03
## [388,] -7.780792e-02  2.079458e-02
## [389,] -8.731906e-02  1.872110e-02
## [390,] -2.701616e-03 -9.058951e-03
## [391,] -7.874709e-02  2.178274e-02
## [392,]  2.063922e-02 -3.834417e-03
## [393,] -3.506351e-02 -1.064463e-02
## [394,] -2.792589e-02  2.204467e-02
## [395,]  3.009443e-02  4.379231e-03
## [396,] -1.464340e-01 -9.740828e-03
## [397,]  4.093236e-02 -1.667947e-02
## [398,] -6.415139e-03  2.954520e-03
## [399,]  2.033298e-02  1.030209e-02
## [400,]  5.657761e-02 -3.592592e-02
## [401,] -4.173463e-02 -2.095355e-02
## [402,] -7.175314e-02 -1.305975e-02
## [403,]  2.157878e-02 -2.972411e-02
## [404,]  7.993595e-02 -2.063553e-02
## [405,]  7.452630e-02 -2.970063e-02
## [406,] -4.557970e-02 -6.187540e-03
## [407,]  3.040808e-02 -3.082742e-02
## [408,]  6.091801e-02 -2.139166e-02
## [409,]  4.358519e-02 -1.631171e-02
## [410,]  2.577014e-02 -2.138434e-02
## [411,] -5.314561e-02  2.099455e-03
## [412,]  5.889730e-02 -4.172288e-02
## [413,]  1.309635e-02 -1.613585e-02
## [414,] -2.548166e-02 -2.123923e-02
## [415,] -9.706507e-02 -3.052070e-02
## [416,]  2.493661e-02 -2.935081e-02
## [417,] -1.562157e-01 -1.022024e-02
## [418,] -4.480640e-02 -2.662977e-02
## [419,]  4.188568e-02 -2.161569e-02
## [420,]  2.751595e-02 -1.463568e-02
## [421,]  1.335463e-01 -3.195658e-02
## [422,]  7.948759e-02 -3.263642e-02
## [423,] -9.155739e-02 -1.585661e-02
## [424,] -7.712689e-02 -1.118095e-02
## [425,] -1.515805e-02 -2.869082e-02
## [426,]  9.759892e-02 -4.342317e-02
## [427,]  2.147979e-02 -1.918334e-02
## [428,] -4.570837e-02 -2.411553e-02
## [429,] -3.523481e-02 -2.363829e-02
## [430,]  6.534296e-03 -1.523696e-02
## [431,]  3.367204e-02 -2.489446e-02
## [432,]  1.354388e-02 -9.804916e-03
## [433,]  4.167675e-03 -1.336450e-02
## [434,]  3.157463e-02 -1.741674e-02
## [435,]  2.360547e-02 -1.258768e-02
## [436,] -1.556700e-01 -1.102114e-02
## [437,] -1.749771e-02 -7.154075e-03
## [438,]  3.067736e-02  4.061123e-03
## [439,]  8.188946e-02 -2.759892e-02
## [440,]  8.182420e-02  1.386748e-02
## [441,] -6.158976e-03 -1.942726e-02
## [442,]  1.576399e-02  4.002681e-03
## [443,] -5.361434e-02  2.854379e-02
## [444,] -4.401900e-02  3.117713e-02
## [445,] -9.327783e-03  1.885834e-02
## [446,] -5.995995e-02  3.078928e-02
## [447,] -8.633717e-03  3.030957e-02
## [448,] -9.595708e-02  4.222268e-02
## [449,] -8.978779e-02  5.984673e-02
## [450,] -3.884030e-02  2.795727e-02
## [451,]  6.993394e-02  4.911900e-02
## [452,] -5.279140e-02  2.072593e-02
## [453,] -3.843851e-03  2.634655e-02
## [454,]  3.209764e-02 -2.437700e-02
## [455,] -2.003318e-02 -6.440793e-03
## [456,]  2.724117e-02 -3.285207e-02
## [457,]  7.615094e-02  7.496745e-03
## [458,]  7.937549e-02  1.929163e-02
## [459,]  5.147183e-02  1.737547e-02
## [460,] -2.175016e-02  2.809893e-02
## [461,]  6.679650e-02  7.336607e-03
## [462,] -8.156120e-02  9.932323e-02
## [463,]  1.553722e-01  1.850342e-02
## [464,] -8.406900e-02 -2.526238e-02
## [465,]  1.521653e-01  4.073309e-02
## [466,]  1.792701e-03 -1.646516e-02
## [467,]  1.305105e-01  5.588650e-02
## [468,]  5.691072e-02 -1.440157e-02
## [469,] -3.661278e-02  2.224555e-02
## [470,] -1.057794e-01  4.115361e-02
## [471,]  9.632204e-03 -1.568497e-02
## [472,]  4.133028e-02 -3.155077e-02
## [473,]  1.816903e-02 -5.585339e-03
## [474,]  3.942550e-03  2.871908e-02
## [475,]  4.260180e-02  9.156685e-03
## [476,] -2.919321e-02  2.497638e-03
## [477,]  2.443792e-02  1.120017e-02
## [478,]  8.471246e-03 -3.316703e-03
## [479,]  1.287217e-01  1.138329e-03
## [480,] -3.892699e-01 -8.194537e-02
## [481,]  8.478896e-02  2.390226e-02
## [482,]  1.824045e-03  9.765325e-03
## [483,] -3.425556e-02 -7.575959e-03
## [484,]  5.918090e-02  2.286408e-02
## [485,] -1.672021e-01  5.425045e-02
## [486,] -2.431188e-02  8.835963e-03
## [487,] -4.762397e-02  2.588569e-03
## [488,] -7.680873e-01 -3.420300e-01
## [489,]  3.481369e-02  1.225840e-02
## [490,]  5.765335e-02  1.596150e-02
## [491,] -9.880977e-03 -1.709836e-02
## [492,]  6.724151e-03  2.624890e-03
## [493,]  4.530102e-03  6.196923e-03
## [494,] -9.459442e-03 -7.561418e-03
## [495,]  6.608104e-02 -2.451011e-02
## [496,]  2.546614e-02  3.020876e-03
## [497,]  1.248742e-01 -6.900231e-03
## [498,] -1.703173e-02  5.079504e-03
## [499,]  1.741985e-01 -4.779138e-02
## [500,]  1.620287e-02  1.437443e-02
## [501,]  8.424393e-02 -2.271374e-02
## [502,]  2.904527e-02  1.645722e-02
## [503,] -3.970448e-02  8.872795e-05
## [504,]  5.232595e-02  1.824072e-02
## [505,]  1.166495e-01  2.852012e-02
## [506,]  8.888454e-02  1.021052e-02
## [507,]  1.724666e-01 -2.273148e-01
## [508,] -7.767583e-02 -4.519646e-02
## [509,]  1.854189e-01  3.967513e-02
## [510,] -5.516226e-03  9.195762e-02
## [511,]  5.508771e-02  2.395899e-02
## [512,] -2.460242e-02  4.972795e-02
## [513,] -3.802705e-02  1.724858e-02
## [514,]  4.495230e-02  2.507218e-02
## [515,]  4.665837e-02 -6.593531e-03
## [516,] -1.116211e-01  3.646552e-03
## [517,] -1.902467e-01  2.511182e-02
## [518,]  5.067469e-02 -2.677477e-03
## [519,]  4.601431e-02  1.135687e-02
## [520,]  1.799113e-02 -1.296500e-02
## [521,]  5.513579e-02  1.555341e-02
## [522,] -3.226273e-03  5.436552e-03
## [523,]  5.043414e-04  5.862467e-02
## [524,] -1.220655e-02  1.275977e-02
## [525,] -7.553919e-02  1.029000e-02
## [526,]  8.069727e-02  3.793138e-02
## [527,] -2.229730e-02  2.091923e-02
## [528,] -8.552934e-02  4.221916e-02
## [529,]  8.621401e-02  8.230549e-03
## [530,] -8.764138e-03  2.363088e-02
## [531,] -1.476323e-01  1.122806e-01
## [532,]  9.316251e-02  5.320384e-02
## [533,] -3.564979e-02  3.721446e-02
## [534,] -1.054211e-01  4.896163e-03
## [535,]  7.986228e-02  3.304151e-02
## [536,]  3.524929e-02 -2.513919e-02
## [537,]  1.400429e-01  4.075065e-02
## [538,]  4.267933e-02 -1.673061e-02
## [539,] -5.991788e-02  4.678623e-02
## [540,]  1.121433e-01  3.698470e-02
## [541,]  1.237512e-01  4.791701e-02
## [542,] -4.153545e-02  4.082396e-03
## [543,] -3.223063e-02  1.725572e-02
## [544,] -4.282430e-02  1.061671e-02
## [545,] -7.795475e-02  6.126439e-02
## [546,] -5.026475e-02  3.600607e-02
## [547,] -5.831668e-02  5.335899e-02
## [548,] -7.385791e-02  1.986117e-02
## [549,]  9.726487e-02  5.457188e-02
## [550,]  6.748185e-02  2.994461e-03
## [551,] -7.983812e-02  2.145464e-02
## [552,] -9.999972e-02  2.831812e-02
## [553,] -1.552248e-01 -1.812869e-02
## [554,] -1.825110e-02  1.188103e-02
## [555,] -3.391160e-02  2.747989e-02
## [556,] -1.766088e-02  1.576763e-02
## [557,]  4.142095e-02 -7.751364e-03
## [558,]  1.115918e-01 -6.837384e-03
## [559,]  5.404025e-02 -7.574858e-03
## [560,] -9.326321e-03 -1.168846e-02
## [561,] -1.153608e-02 -2.940653e-02
## [562,] -4.627765e-02 -4.891077e-03
## [563,]  1.257134e-01  1.228038e-02
## [564,] -5.774513e-02  2.709418e-02
## [565,] -4.164757e-02  3.695105e-02
## [566,]  4.904337e-02  4.498013e-03
## [567,]  4.925271e-02  2.346490e-02
## [568,]  7.038506e-03 -1.709193e-02
## [569,]  1.501177e-02 -3.716014e-02
## [570,]  7.467122e-03  8.274281e-03
## [571,] -3.829109e-02 -3.255292e-02
## [572,]  5.528334e-02 -2.156599e-02
## [573,]  1.750967e-02 -2.024404e-02
## [574,]  1.501567e-01  5.556415e-03
## [575,]  8.014966e-02  8.013223e-02
## [576,]  9.148200e-02  6.937741e-03
## [577,] -3.911915e-02  4.079078e-02
## [578,]  6.695447e-02 -1.113775e-02
## [579,] -2.392495e-02  3.852547e-03
## [580,]  1.654536e-01  4.105675e-02
## [581,] -1.545527e-01  9.245788e-02
## [582,] -1.417198e-01 -1.469111e-02
## [583,]  3.791764e-02  1.440834e-02
## [584,]  1.259535e-02 -1.826940e-02
## [585,] -1.565031e-02  2.227434e-02
## [586,] -6.059581e-02  4.142951e-03
## [587,] -1.161079e-01  4.810935e-02
## [588,] -1.678493e-02  1.799604e-02
## [589,]  1.477315e-02  2.389432e-02
## [590,] -2.706969e-02  2.744429e-02
## [591,] -9.701961e-02  2.110805e-02
## [592,]  4.086674e-02 -5.101677e-03
## [593,]  3.757320e-02 -1.027640e-02
## [594,]  4.871460e-02 -4.983928e-03
## [595,]  3.006145e-02 -1.087480e-02
## [596,]  3.709670e-03  2.117532e-02
## [597,]  4.265883e-02 -1.204879e-02
## [598,]  2.657902e-02 -1.538629e-02
## [599,]  6.230783e-02 -1.520486e-02
## [600,]  5.565526e-02 -1.160001e-02
## [601,]  1.579870e-01 -8.041366e-03
## [602,] -6.493022e-02 -1.169633e-02
## [603,]  4.879202e-02  1.205655e-02
## [604,]  1.079551e-02  1.042448e-03
## [605,]  3.845468e-02 -1.303865e-02
## [606,]  5.464166e-02 -2.068356e-02
## [607,] -1.119212e-02  1.213604e-02
## [608,] -4.053568e-02  1.492845e-02
## [609,] -9.171088e-02  6.800170e-02
## [610,]  6.925739e-04  2.570309e-02
## [611,]  6.285650e-02 -3.629774e-02
## [612,]  5.353428e-02 -1.675350e-02
## [613,]  8.871446e-02 -7.440831e-02
## [614,] -3.394241e-02  2.719323e-02
## [615,]  1.533800e-02 -1.364220e-02
## [616,]  1.501411e-02 -1.029151e-02
## [617,] -7.217314e-02 -1.957042e-02
## [618,]  4.270588e-02 -8.817031e-03
## [619,]  4.875895e-02  6.408524e-03
## [620,]  7.498275e-02  3.001924e-02
## [621,] -6.073807e-02  4.337438e-02
## [622,]  1.481198e-02  1.241294e-02
## [623,] -1.400734e-01 -2.048920e-02
## [624,]  1.687359e-01  2.556990e-02
## [625,] -1.174489e-01  6.018238e-02
## [626,]  2.404290e-02 -3.414611e-02
## [627,] -2.155778e-03  5.869339e-02
## [628,]  3.371965e-02 -1.027693e-02
## [629,] -4.247892e-02  2.410559e-02
## [630,] -1.328456e-01  5.463289e-02
## [631,]  2.990416e-02  5.612464e-04
## [632,]  9.294526e-04  1.408066e-02
## [633,] -2.624758e-02 -6.448784e-03
## [634,] -2.410376e-02  2.825412e-03
## [635,]  9.303692e-02  5.341141e-02
## [636,]  5.619001e-03 -7.878558e-03
## [637,]  2.755945e-02 -1.475834e-02
## [638,] -7.068700e-02  4.722381e-02
## [639,]  5.352988e-02 -2.792220e-03
## [640,] -2.666929e-01  7.447605e-02
## [641,]  2.758855e-02  3.066526e-02
## [642,]  4.816710e-02  1.487069e-05
## [643,]  4.632771e-02 -8.071717e-03
## [644,]  6.012479e-02 -1.463419e-02
## [645,]  5.239149e-03 -1.087423e-02
## [646,]  4.991991e-02 -1.129657e-02
## [647,]  6.884384e-02 -1.148484e-02
## [648,]  3.976225e-02 -1.016928e-02
## [649,]  3.482246e-02 -1.584233e-02
## [650,]  1.988375e-02 -1.722653e-02
## [651,] -3.445125e-02 -1.266853e-02
## [652,] -1.677125e-02  2.098371e-02
## [653,]  8.148064e-02 -2.067061e-02
## [654,]  7.061301e-02 -9.154577e-03
## [655,] -2.008535e-02 -3.968448e-02
## [656,]  5.185950e-03 -2.665835e-02
## [657,]  7.500320e-02 -2.609111e-02
## [658,]  7.998255e-03  4.940316e-02
## [659,]  2.292599e-02 -1.087588e-02
## [660,]  4.471926e-03  2.010275e-02
## [661,] -4.509378e-02 -1.334065e-02
## [662,] -6.282001e-02  5.751341e-02
## [663,] -4.858267e-02 -1.855765e-02
## [664,]  1.179557e-02  1.048699e-02
## [665,] -3.758921e-03  3.219442e-02
## [666,] -1.072320e-02  5.240942e-03
## [667,] -4.354711e-02 -3.808630e-03
## [668,] -2.410760e-02  1.684833e-02
## [669,] -9.637996e-02  4.298328e-02
## [670,] -2.494225e-02  4.364840e-02
## [671,]  5.094491e-02  1.989380e-02
## [672,] -8.495232e-02  2.326046e-02
## [673,]  2.051434e-02  2.724426e-02
## [674,]  6.793193e-03  1.702999e-02
## [675,]  8.746049e-02 -1.293915e-02
## [676,]  3.224742e-03  3.181698e-02
## [677,] -4.223381e-03 -2.524651e-02
## [678,]  5.359216e-02 -2.777378e-02
## [679,] -9.816283e-02 -2.771096e-02
## [680,] -1.416893e-02  3.251639e-02
## [681,]  7.734615e-03 -1.396781e-02
## [682,]  7.623973e-02  1.987114e-02
## [683,]  2.030285e-01  3.393358e-02
## [684,] -1.060053e-01 -5.007848e-03
## [685,] -9.510366e-03 -1.366189e-02
## [686,]  3.240407e-02 -1.179580e-02
## [687,] -1.514867e-01  5.429185e-02
## [688,]  6.084200e-02  5.999077e-02
## [689,] -3.010672e-02  2.445219e-02
## [690,]  3.231466e-02 -1.154122e-03
## [691,]  8.962569e-02 -1.722310e-02
## [692,]  1.732602e-01 -4.014154e-02
## [693,] -1.306615e-01 -6.048150e-02
## [694,] -1.176494e-01  1.950215e-02
## [695,] -4.843576e-01 -2.164949e-01
## [696,]  5.996625e-02 -4.794850e-04
## [697,]  4.812436e-02 -1.300085e-02
## [698,]  6.666206e-02 -9.581435e-03
## [699,]  6.991047e-02 -1.987072e-02
## [700,]  5.485913e-02  5.266593e-02
## [701,] -3.032693e-02 -3.695094e-02
## [702,]  3.498227e-02 -2.504997e-02
## [703,]  2.279350e-02  2.003973e-03
## [704,]  6.181128e-02  2.229951e-02
## [705,]  1.286395e-01  2.219352e-02
## [706,]  2.948014e-02 -2.489849e-04
## [707,] -6.956263e-02  2.708259e-02
## [708,] -2.565878e-02  2.547830e-02
## [709,] -1.357372e-01  2.104259e-02
## [710,]  6.251822e-03  1.219508e-02
## [711,]  5.638677e-02 -1.278478e-03
## [712,] -8.109439e-02 -2.101472e-02
## [713,] -1.447281e-02  3.295913e-02
## [714,] -7.918340e-03  3.731028e-03
## [715,]  2.961471e-02  3.218527e-02
## [716,]  4.851881e-02 -2.101273e-02
## [717,]  1.855164e-02  7.357705e-02
## [718,]  3.506091e-03 -2.633325e-02
## [719,] -1.029876e-02 -2.045520e-02
## [720,]  3.463828e-03  2.325464e-02
## [721,] -2.239202e-02  1.841373e-03
## [722,]  3.474537e-02 -1.377700e-03
## [723,] -2.812682e-01  1.263966e-01
## [724,]  8.672381e-03 -8.097791e-03
## [725,] -2.064402e-03 -1.150854e-02
## [726,]  2.671491e-03 -2.547620e-03
## [727,]  3.954864e-02  7.630152e-03
## [728,]  8.032101e-02  1.274553e-02
## [729,] -2.507775e-02 -1.263229e-02
## [730,] -4.986430e-02  1.638712e-02
## [731,]  9.170066e-02 -1.435608e-02
## [732,]  3.274770e-02 -1.474583e-02
## [733,]  3.659066e-02  2.950001e-02
## [734,]  5.960393e-02 -8.681779e-03
## [735,]  1.095692e-01 -2.797532e-02
## [736,] -5.729967e-02 -4.294296e-02
## [737,] -4.313882e-02  3.562946e-02
## [738,] -7.259551e-02  1.314800e-02
## [739,] -7.153550e-02  1.056068e-02
## [740,] -2.441065e-02  1.695104e-02
## [741,]  5.771217e-02  6.179133e-02
## [742,]  2.446463e-01  3.779478e-02
## [743,]  4.714057e-02 -9.196170e-03
## [744,] -1.088493e-01  5.153497e-02
## [745,] -4.440084e-02  1.186197e-02
## [746,]  4.449615e-03  8.312817e-03
## [747,] -4.243526e-03  7.744641e-02
## [748,]  4.075126e-02  3.695564e-02
## [749,] -1.984158e-01  3.535986e-02
## [750,]  3.713606e-02  5.711827e-03
## [751,]  3.549151e-02 -6.570437e-03
## [752,] -1.289296e-01  1.130515e-02
## [753,] -1.137352e-01  2.025914e-02
## [754,]  4.124285e-02 -9.229765e-03
## [755,]  3.937588e-02  7.045272e-02
## [756,]  1.159499e-02  3.115347e-02
## [757,] -8.685208e-02  1.099086e-03
## [758,]  3.896112e-02  2.373827e-02
## [759,]  3.237689e-02  2.087389e-02
## [760,]  6.015344e-02 -1.305020e-02
## [761,] -4.397980e-02 -2.403448e-02
## [762,] -1.011934e-01  5.165338e-02
## [763,]  1.323873e-01 -1.885033e-02
## [764,]  6.430961e-02 -1.454949e-02
## [765,] -2.607682e-02 -5.347390e-03
## [766,]  1.005367e-01  3.695742e-03
## [767,] -4.470137e-02  5.852703e-03
## [768,]  1.375652e-01  3.253028e-03
## [769,]  1.190861e-01  2.671322e-02
## [770,] -8.978986e-03 -5.641175e-02
## [771,]  1.816010e-02  4.220082e-03
## [772,] -6.258494e-02 -2.570815e-02
## [773,] -5.396986e-02  4.906075e-02
## [774,]  4.787318e-02 -2.552286e-02
## [775,]  3.568032e-03  5.323513e-02
## [776,] -3.346345e-02 -2.265286e-04
## [777,] -7.656568e-02  1.979777e-02
## [778,] -6.438316e-02 -1.571558e-02
## [779,]  5.577156e-02 -1.554055e-02
## [780,]  1.393606e-01 -2.513502e-02
## [781,]  1.121318e-03  5.148801e-03
## [782,]  2.657844e-03  3.652092e-03
## [783,] -1.176236e-01  3.623990e-03
## [784,]  6.548454e-02  1.023698e-02
## [785,]  2.466069e-02 -1.680194e-04
## [786,] -4.338006e-02 -6.890602e-03
## [787,] -1.728036e-02 -5.061900e-02
## [788,] -2.690494e-02  3.952568e-02
## [789,]  1.990923e-02 -2.160192e-02
## [790,]  3.005213e-02 -1.675417e-02
## [791,]  4.471216e-02 -2.630589e-02
## [792,] -1.755383e-01  1.145642e-01
## [793,]  2.019965e-02 -2.317349e-03
## [794,]  1.063699e-01  1.171443e-04
## [795,]  6.311670e-02  1.955663e-03
## [796,] -6.543166e-02  6.311241e-02
## [797,] -3.426678e-02  8.252264e-03
## [798,]  1.051825e-01 -4.430520e-03
## [799,]  1.970071e-02 -1.172424e-02
## [800,]  6.737033e-02 -1.064610e-02
## [801,]  4.809930e-02  3.307476e-03
## [802,] -7.986163e-03 -2.635892e-02
## [803,]  1.576575e-01  2.726412e-02
## [804,] -1.020215e-02  1.941625e-02
## [805,] -9.651102e-02 -1.597795e-02
## [806,]  4.343756e-04  2.068337e-02
## [807,]  5.516082e-02 -1.824430e-03
## [808,]  9.961128e-02 -3.261488e-02
## [809,] -3.192755e-02  6.886220e-03
## [810,]  8.141159e-02  5.067961e-03
## [811,]  9.546383e-02  1.592364e-04
## [812,]  4.313579e-02 -3.455903e-03
## [813,] -1.084878e-01  3.304516e-02
## [814,] -1.143612e-01  1.716316e-01
## [815,]  6.268427e-02  1.935069e-02
## [816,]  2.142153e-02  4.034327e-03
## [817,] -7.815425e-03 -7.498974e-03
## [818,]  5.888460e-02 -2.853177e-02
## [819,]  7.791765e-02 -1.284189e-02
## [820,]  9.548269e-02  1.056180e-03
## [821,]  1.643055e-02 -2.587070e-02
## [822,] -1.172075e-02 -2.998828e-03
## [823,]  2.363327e-02 -2.803703e-02
## [824,]  7.330515e-02 -1.309454e-02
## [825,]  6.825894e-02 -2.062825e-02
## [826,] -5.904078e-04 -1.117751e-02
## [827,] -7.658369e-02 -1.425617e-02
## [828,] -1.748343e-01  4.921421e-02
## [829,]  5.239943e-02 -6.120585e-02
## [830,]  3.214591e-01  2.142661e-02
## [831,] -2.193051e-02  1.739138e-02
## [832,]  8.539076e-03  3.203065e-02
## [833,] -1.110390e-01  2.764215e-02
## [834,] -9.737641e-02  5.220848e-02
## [835,]  8.081687e-02  4.678849e-03
## [836,]  2.432271e-02 -5.781843e-02
## [837,] -1.502309e-01 -2.022393e-01
## [838,]  2.138322e-02  7.877078e-03
## [839,]  7.716765e-03 -2.833475e-03
## [840,]  7.058828e-03  1.924645e-02
## [841,] -7.142741e-02 -8.640672e-03
## [842,] -1.818801e-02  9.577890e-04
## [843,] -2.926262e-02  2.378444e-02
## [844,]  1.592793e-02 -5.067173e-03
## [845,] -2.710470e-02 -2.356837e-02
## [846,] -3.225483e-03  1.638789e-02
## [847,]  1.745269e-03 -4.190428e-03
## [848,] -8.141460e-02  5.694830e-03
## [849,]  7.986435e-02 -3.926912e-02
## [850,] -3.065271e-02  1.060868e-02
## [851,]  9.708760e-02  2.768035e-02
## [852,]  2.104223e-02 -9.266862e-03
## [853,]  9.859005e-02 -3.636528e-02
## [854,]  1.130766e-01 -7.271989e-03
## [855,]  4.331771e-02  2.479874e-02
## [856,] -1.791880e-01  9.367800e-02
## [857,] -4.442323e-02 -5.894733e-02
## [858,]  1.294861e-01 -5.699101e-02
## [859,] -1.474213e-02  3.149948e-02
## [860,]  1.568753e-02 -6.980523e-03
## [861,]  3.103008e-02 -1.729265e-02
## [862,]  8.508605e-03  4.034058e-03
## [863,]  2.522413e-02 -2.164638e-02
## [864,]  1.746801e-02  2.576587e-02
## [865,]  3.165699e-02  3.640472e-03
## [866,] -4.199588e-02 -3.020097e-02
## [867,] -5.273291e-02 -2.552254e-02
## [868,]  1.420537e-02 -7.545456e-03
## [869,] -1.403383e-02  5.486998e-03
## [870,]  6.502456e-03  1.130588e-02
## [871,]  8.276756e-02  2.533451e-03
## [872,]  9.373760e-02 -2.035020e-02
## [873,]  1.384891e-02 -1.382062e-02
## [874,] -1.933270e-02  1.153394e-03
## [875,]  6.706319e-02 -2.076472e-02
## [876,]  1.165551e-01  3.031213e-03
## [877,] -1.383578e-02  3.443462e-02
## [878,]  1.837433e-03 -1.038645e-02
## [879,] -4.603564e-03 -4.338734e-03
## [880,] -2.711265e-02  4.648929e-02
## [881,] -5.262523e-01  1.512606e-01
## [882,]  6.375175e-02  1.255651e-02
## [883,]  3.184801e-02  4.546997e-03
## [884,]  5.497698e-03 -2.479876e-02
## [885,]  5.143369e-02 -9.273714e-03
## [886,]  1.272476e-02 -1.716001e-02
## [887,]  1.060460e-02 -1.108031e-02
## [888,]  3.087513e-02  2.089146e-02
## [889,] -3.524373e-03 -5.282750e-04
## [890,]  1.268563e-01 -1.305119e-02
## [891,] -1.732168e-02 -3.020221e-02
## [892,]  9.085359e-02 -3.683444e-02
## [893,]  1.111904e-01  8.259220e-03
## [894,]  2.988492e-02 -7.981250e-03
## [895,] -1.337580e-03  2.720058e-02
## [896,]  7.115515e-02 -2.814073e-02
## [897,]  8.602402e-03  2.173864e-02
## [898,] -1.359210e-01  2.011615e-02
## [899,]  2.162210e-02  9.266122e-03
## [900,]  7.395351e-02  5.041511e-02
# sample scores stored in raisin_data_pca$x
# singular values (square roots of eigenvalues) stored in raisin_data_pca$sdev
# loadings (eigenvectors) are stored in raisin_data_pca$rotation
# variable means stored in raisin_data_pca$center
# variable standard deviations stored in raisin_data_pca$scale
# A table containing eigenvalues and %'s accounted, follows
# Eigenvalues are sdev^2
(eigen_raisins <- raisin_data_pca$sdev^2)
## [1] 4.832288611 1.453188439 0.628449468 0.056824512 0.021808269 0.006430191
## [7] 0.001010510
names(eigen_raisins) <- paste("PC",1:5,sep="")
eigen_raisins
##         PC1         PC2         PC3         PC4         PC5        <NA> 
## 4.832288611 1.453188439 0.628449468 0.056824512 0.021808269 0.006430191 
##        <NA> 
## 0.001010510
sumlambdas <- sum(eigen_raisins)
sumlambdas
## [1] 7
propvar <- eigen_raisins/sumlambdas
propvar
##          PC1          PC2          PC3          PC4          PC5         <NA> 
## 0.6903269444 0.2075983485 0.0897784954 0.0081177875 0.0031154669 0.0009185987 
##         <NA> 
## 0.0001443585
cumvar_raisins <- cumsum(propvar)
cumvar_raisins
##       PC1       PC2       PC3       PC4       PC5      <NA>      <NA> 
## 0.6903269 0.8979253 0.9877038 0.9958216 0.9989370 0.9998556 1.0000000
matlambdas <- rbind(eigen_raisins,propvar,cumvar_raisins)
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
round(matlambdas,4)
##                        PC1    PC2    PC3    PC4    PC5   <NA>  <NA>
## Eigenvalues         4.8323 1.4532 0.6284 0.0568 0.0218 0.0064 1e-03
## Prop. variance      0.6903 0.2076 0.0898 0.0081 0.0031 0.0009 1e-04
## Cum. prop. variance 0.6903 0.8979 0.9877 0.9958 0.9989 0.9999 1e+00
summary(raisin_data_pca)
## Importance of components:
##                           PC1    PC2     PC3     PC4     PC5     PC6     PC7
## Standard deviation     2.1982 1.2055 0.79275 0.23838 0.14768 0.08019 0.03179
## Proportion of Variance 0.6903 0.2076 0.08978 0.00812 0.00312 0.00092 0.00014
## Cumulative Proportion  0.6903 0.8979 0.98770 0.99582 0.99894 0.99986 1.00000
raisin_data_pca$rotation
##                         PC1         PC2          PC3        PC4         PC5
## Area             0.44828422 -0.11609991  0.005483783 -0.1111391 -0.61104765
## MajorAxisLength  0.44323980  0.13658724 -0.100547975  0.4952046  0.08757032
## MinorAxisLength  0.38938118 -0.37492246  0.236043538 -0.6558767  0.38457775
## Eccentricity     0.20297098  0.61082321 -0.628522057 -0.4262986  0.07510412
## ConvexArea       0.45093833 -0.08761633  0.036672403  0.0558117 -0.39241075
## Extent          -0.05636836 -0.66734439 -0.731980930  0.1090526  0.05685884
## Perimeter        0.45082374  0.03417227  0.044300766  0.3398651  0.55515080
##                         PC6         PC7
## Area             0.09983439  0.62436686
## MajorAxisLength  0.68557712 -0.22772863
## MinorAxisLength  0.23903320 -0.12995283
## Eccentricity    -0.05356014 -0.02044403
## ConvexArea      -0.47120104 -0.63914127
## Extent          -0.02345199  0.00161639
## Perimeter       -0.48726906  0.36399975
print(raisin_data_pca)
## Standard deviations (1, .., p=7):
## [1] 2.19824671 1.20548266 0.79274805 0.23837893 0.14767623 0.08018847 0.03178852
## 
## Rotation (n x k) = (7 x 7):
##                         PC1         PC2          PC3        PC4         PC5
## Area             0.44828422 -0.11609991  0.005483783 -0.1111391 -0.61104765
## MajorAxisLength  0.44323980  0.13658724 -0.100547975  0.4952046  0.08757032
## MinorAxisLength  0.38938118 -0.37492246  0.236043538 -0.6558767  0.38457775
## Eccentricity     0.20297098  0.61082321 -0.628522057 -0.4262986  0.07510412
## ConvexArea       0.45093833 -0.08761633  0.036672403  0.0558117 -0.39241075
## Extent          -0.05636836 -0.66734439 -0.731980930  0.1090526  0.05685884
## Perimeter        0.45082374  0.03417227  0.044300766  0.3398651  0.55515080
##                         PC6         PC7
## Area             0.09983439  0.62436686
## MajorAxisLength  0.68557712 -0.22772863
## MinorAxisLength  0.23903320 -0.12995283
## Eccentricity    -0.05356014 -0.02044403
## ConvexArea      -0.47120104 -0.63914127
## Extent          -0.02345199  0.00161639
## Perimeter       -0.48726906  0.36399975
## Sample scores stored in raisin_data_pca$x
raisin_data_pca$x
##                 PC1           PC2          PC3           PC4           PC5
##   [1,]  0.076951073 -0.4530761696 -1.088608919  0.0267738442  1.413079e-01
##   [2,] -0.475111731  0.4451208721  0.016363399 -0.1158801649  1.219277e-01
##   [3,]  0.371902131  0.8015624549  0.786050032 -0.2648153561  6.215554e-02
##   [4,] -2.620987667 -0.3023954931  0.482452785  0.0995414716 -1.152667e-01
##   [5,] -0.961519225 -2.9661137960  0.451903015  0.2997163137  1.756736e-01
##   [6,] -2.171955504  0.9238981739  0.344990538 -0.1293424034 -1.391647e-01
##   [7,] -2.550059292  1.3398920897 -0.198602050 -0.1124216709 -2.239044e-01
##   [8,] -1.751482293 -0.9208544036 -0.150325574  0.0243266245 -9.929269e-03
##   [9,] -2.462199822  1.1344298836 -0.817618388 -0.0162719723 -1.404041e-01
##  [10,] -1.259785008  0.6811445705  0.337074197 -0.2024068876 -5.473558e-02
##  [11,] -0.049752921  1.0449823957 -0.298573995 -0.0086470271  7.980028e-02
##  [12,] -2.601221747  0.5899027281 -0.295981802 -0.0532206129 -1.865266e-01
##  [13,] -2.825803420 -0.1532417395  0.576788726  0.0896005571 -2.082087e-01
##  [14,] -1.216069894 -3.0822756312  1.110065860  0.4123305612  1.079293e-01
##  [15,] -0.673474424  0.2173180209  0.329314081 -0.1593275844  7.297542e-02
##  [16,] -3.254523251  0.8085535625 -0.043091917  0.0101416350 -2.839253e-01
##  [17,] -1.133177688  0.2401498192 -1.572105785  0.1243581741  5.692535e-02
##  [18,] -1.351924347 -0.0324006951  0.228626676 -0.1216806275 -1.330176e-02
##  [19,] -2.621030511  0.5189947014 -0.654109346 -0.0279622835 -1.845189e-01
##  [20,] -0.782144951  0.4937635556 -1.112422891  0.0458712198  2.846131e-02
##  [21,] -1.162284438 -0.9756544947  0.097936977  0.0118502985  1.021784e-01
##  [22,] -1.846454972 -0.3332826213 -0.173382137 -0.0127100852 -3.003437e-02
##  [23,] -0.346411038 -0.2555417924  0.566728254 -0.2100455589  6.492543e-02
##  [24,] -2.016633539 -1.9334004289  3.426842132  0.5881453868 -3.352888e-02
##  [25,]  0.430993843 -0.1862007999 -0.014487759 -0.2197324822  1.745424e-02
##  [26,] -0.851444536 -0.9835876935  0.275924460 -0.0558765160  8.748798e-02
##  [27,] -1.314929693 -2.5326225525  0.427520953  0.2491783999  9.140713e-02
##  [28,] -1.619503926 -0.1808847514  0.305090221 -0.0543366581 -4.366843e-03
##  [29,] -0.978501671 -2.9082880109  1.295878288  0.3260558461  9.353194e-02
##  [30,] -1.496620396 -0.2727719965 -0.768401597  0.0021889381  8.603834e-02
##  [31,]  0.038075289 -0.7132900066 -0.697456869 -0.0729069311  1.285588e-01
##  [32,] -2.604173867  0.9469951960 -0.625715193 -0.0329125262 -1.799161e-01
##  [33,] -0.854013766 -1.0658342721  0.442415598 -0.0181695488  1.247972e-01
##  [34,] -1.547431582 -0.4742490370 -0.652725291  0.0058895187  4.038283e-02
##  [35,] -3.211492675 -2.4916076397  3.047945382  1.0629474407 -2.265876e-01
##  [36,] -3.347158755 -2.0349465718  1.087361663  0.6897476487 -1.983029e-01
##  [37,] -2.089654688 -0.8684962570  0.877191937  0.1487948495 -2.451338e-02
##  [38,] -1.579927185  2.1141975305  0.413203973 -0.1630025427 -1.039260e-01
##  [39,] -0.512154997 -0.0981361703 -0.439924654 -0.0839061526  9.561678e-02
##  [40,] -2.614974529 -1.6009880228 -0.009435182  0.2971333940 -7.980822e-02
##  [41,]  0.111802328 -2.1379917626  0.589326739  0.0034939937  2.042304e-01
##  [42,] -1.020892584 -0.6381515179  0.245608393 -0.0771054954  7.456047e-02
##  [43,] -0.706472589 -0.9462724051  0.086936043 -0.0335921870  1.405444e-01
##  [44,] -0.394206396 -3.1686575400  1.701636096  0.2843600801  1.162792e-01
##  [45,] -0.235643804  1.5801010773  0.291119194 -0.1206992478  1.004006e-02
##  [46,] -1.635471292  0.3896727296  1.153514690 -0.0876888576  5.433820e-02
##  [47,] -1.048339792 -0.2886420094 -0.372945704 -0.0823370256  4.463905e-02
##  [48,] -3.222712077 -2.3405742772 -0.726903564  0.5616276357 -8.355993e-02
##  [49,] -2.317235687  0.5551763399 -1.174243744  0.0342718106 -8.041228e-02
##  [50,] -2.108823108  0.1400119417  0.644267036 -0.0433954816 -7.760296e-02
##  [51,] -2.377909865  1.3624324507  0.013001608 -0.1403435560 -1.964782e-01
##  [52,]  1.570878740  0.2131916335  0.107811214 -0.1744142499  1.199249e-02
##  [53,] -0.943803219  1.9173903128  0.396560856 -0.1820048600 -9.070034e-02
##  [54,] -2.146490398  1.8934738001  0.081643423 -0.1136679550 -1.488221e-01
##  [55,]  1.267601054 -0.2617513658  0.343587281 -0.2672562593  5.037740e-02
##  [56,] -2.340718220  0.5909221781  0.429356512 -0.0897581493 -1.322449e-01
##  [57,] -1.934303232 -0.7524082521  1.005190787  0.1192166470  1.433970e-02
##  [58,] -1.902479633  0.5092018274 -0.125742031 -0.0547025878 -2.237302e-02
##  [59,] -1.423446640 -2.1584724173  1.434499897  0.3356638381  1.380101e-01
##  [60,] -3.986276986  1.0119067959 -0.107018603 -0.0023388646 -5.394337e-01
##  [61,] -1.290636670 -0.3625241629  0.599253533 -0.0814645556  1.927141e-02
##  [62,] -2.314909680  0.3424565441 -0.228621419 -0.0333594133 -1.057106e-01
##  [63,] -0.146297984  1.4801533681  0.116125451 -0.0774265943  3.191584e-02
##  [64,] -1.370539922 -0.0498307689  1.078805235 -0.1136714394  1.351538e-02
##  [65,] -1.359669881  1.1532863911 -0.103142656 -0.1154928662 -4.411369e-02
##  [66,] -1.567744113  0.1975115440 -0.012759151 -0.0600824457  2.883971e-02
##  [67,] -1.915144941  0.6629702898  0.155064617 -0.1225957133 -9.928690e-02
##  [68,]  0.236979655  0.7369856768  0.408305482 -0.2252211394  2.728176e-02
##  [69,] -2.149989379 -0.4300022638 -0.768844405  0.0649381373  4.144099e-03
##  [70,] -0.836854991 -0.0159173066 -0.408462476 -0.0578862663  8.306064e-02
##  [71,]  0.633889501  0.1263727460  0.444696889 -0.2115354005  1.748963e-01
##  [72,] -1.179993109  1.1024068771 -0.314535909 -0.0146440598  9.255627e-02
##  [73,] -0.867076210  0.0695460192  0.059013798 -0.0755375159  1.626158e-01
##  [74,] -1.030784979 -0.0785943812 -0.191746753 -0.0651113156  9.071813e-02
##  [75,] -2.156728723 -0.2020514368  0.438527359  0.0047340986 -7.313518e-02
##  [76,] -2.270459100 -0.1613224525 -0.227775198  0.0094788030 -8.403732e-02
##  [77,] -0.696459099 -0.5818985677 -0.585349591 -0.0436384729  1.135901e-01
##  [78,] -2.718777998  0.0775455946 -0.520110496  0.0307671733 -1.438037e-01
##  [79,] -0.510139531 -0.1820300082 -1.298697587  0.0348457651  8.497374e-02
##  [80,] -2.352779351 -0.2441492279 -1.470638894  0.0805998854 -5.627480e-02
##  [81,] -2.061764861  0.5558171842 -0.185760840 -0.0797913154 -8.373430e-02
##  [82,] -1.848978113  0.0830441492 -0.054074548 -0.0090226340  5.329194e-02
##  [83,] -1.512617910  0.7207075815  0.446544211 -0.1171739597  2.436995e-04
##  [84,]  0.056842355 -2.8109102870  1.532990519  0.0969136719  1.197527e-01
##  [85,] -0.523557410 -0.0897521450 -0.001702135 -0.1280440540  8.793056e-02
##  [86,]  6.992432162  3.5734723933  2.641388605  0.9528560286  1.914333e-01
##  [87,] -0.831230810  0.7591580526  0.326822308 -0.2212028365 -3.600547e-02
##  [88,] -3.089613309  0.0337903947  0.245832805  0.0642182972 -2.775486e-01
##  [89,] -3.190561413  0.4059032447 -0.322088139  0.0371468251 -2.557782e-01
##  [90,] -2.363813878 -0.0842494088  0.277512163  0.0154701194 -1.005348e-01
##  [91,] -2.116812568 -0.6331195143 -0.443124197  0.0428174094 -4.453069e-02
##  [92,] -1.853091400 -0.0009161954  0.484789187 -0.0553121735 -3.669161e-02
##  [93,] -0.095751315 -0.0367267928 -0.057501929 -0.1637181205  7.585186e-02
##  [94,] -1.299744573 -0.7901503818 -0.647266517 -0.0175880569  4.230961e-02
##  [95,] -1.948826245  0.2079321885 -0.418087070 -0.0024432811  2.466919e-03
##  [96,] -3.100285187 -0.3307275354 -0.425103108  0.1371520394 -2.059406e-01
##  [97,] -0.903311887 -2.3562064699  0.204331925  0.1156150674  9.504738e-02
##  [98,] -1.821880071 -0.6973253413  0.095880407 -0.0082909940 -2.839962e-02
##  [99,] -2.347673351  0.4669894792  0.293687118 -0.0671265444 -1.454189e-01
## [100,] -1.201047226 -2.0309684491  1.140641209  0.1455543868  3.261484e-02
## [101,] -0.329914438 -0.4656107713 -1.150637056  0.0002293847  9.220138e-02
## [102,] -1.501379133  0.7328956496 -0.940104949  0.0151921977 -2.164884e-04
## [103,] -2.041654194 -1.0946567891  0.892611955  0.1314147719 -4.384265e-02
## [104,] -1.723281459  0.1095242801 -1.085507101  0.0639702403  7.356778e-02
## [105,] -1.593952578  0.0531915208 -0.191163586 -0.0582407125  1.190871e-02
## [106,] -2.419699701  1.2213110200 -0.394782722 -0.0896729528 -1.888075e-01
## [107,] -2.840815769 -2.2310763133  2.054994827  0.7444535741 -9.882438e-02
## [108,] -1.224007758 -0.9710965139  1.020381609  0.0257367863  9.754296e-02
## [109,] -0.377141572 -1.0330672395 -0.204972211 -0.0811517877  1.364604e-01
## [110,] -1.605318440 -1.7482827910  0.077448135  0.1619329955  7.135504e-02
## [111,] -0.256336228 -0.3753077357  0.404845505 -0.0671086385  2.222567e-01
## [112,] -2.389222471  0.5996372400 -1.206339108  0.0791952726 -6.023991e-02
## [113,] -2.108166266  0.4033576074 -0.361228297 -0.0773552881 -1.140116e-01
## [114,] -2.678658633 -2.6608036042 -0.768719895  0.4844726065  1.321387e-03
## [115,]  0.552722675 -0.2564576073 -0.057593667 -0.1124047610  2.134975e-01
## [116,] -0.176592819 -0.2871474950 -0.101115907 -0.1266324398  1.130288e-01
## [117,] -0.333769336 -0.4905770555 -0.773011786  0.0144908162  1.938107e-01
## [118,] -0.206259394 -2.0028469757  0.237328981 -0.0198326760  1.388486e-01
## [119,] -1.361059915  0.3352450325  0.016616062 -0.0685754367  4.962439e-02
## [120,] -0.733896291 -1.5011005426  0.520338899 -0.0083001724  9.902004e-02
## [121,] -1.097451810 -0.5975505939  0.591225595 -0.0388440408  1.171241e-01
## [122,] -2.023437179  0.2707279522  0.290887020 -0.0464583361 -2.138080e-02
## [123,] -2.525602712 -1.3758930519  0.511603279  0.2681012039 -9.761315e-02
## [124,] -1.711830793  0.0406809165  0.377133156 -0.0334602254  8.709673e-02
## [125,]  0.315952501 -1.5390523859  0.568121437 -0.0979934388  2.128554e-01
## [126,] -1.755598580  1.3169074543  0.018571504 -0.1446282115 -1.140696e-01
## [127,] -1.551396299 -2.7442430592  1.132774481  0.3994565151  4.613920e-02
## [128,] -2.331000745 -1.9591506148  0.983265932  0.4082097521 -4.454290e-02
## [129,] -2.458144477 -0.2364332300 -0.137664821  0.0572306354 -7.763318e-02
## [130,]  0.306234585  1.2384792362 -0.115421225 -0.0512940687 -6.829184e-03
## [131,] -1.042227385 -1.8988235297  0.120640059  0.1045778940  1.385565e-01
## [132,] -1.149787696 -0.9285593859 -0.262700393 -0.0463770803  3.566851e-02
## [133,] -2.208329860  0.9232400428  0.211595384 -0.1235772796 -1.476254e-01
## [134,] -2.147927409  0.0442311870  0.229487254 -0.0287111322 -7.858650e-02
## [135,] -1.914204486  0.5718143921 -0.239202229 -0.0707542982 -6.133820e-02
## [136,] -1.593997350  1.2087814058  0.253885147 -0.1692021006 -9.190668e-02
## [137,]  0.589172409  0.3345835289  0.335339361 -0.2424306758  1.743587e-02
## [138,] -1.376482308  1.6153056227  0.379920394 -0.1605939055 -5.011704e-02
## [139,] -1.719836213  0.8043912724 -0.869755777  0.0298966911 -7.989551e-03
## [140,]  1.026181860 -1.3575262134 -0.221958731 -0.2132262302  7.020403e-02
## [141,] -2.655737258 -1.3464567445  0.751031783  0.3115195635 -1.174568e-01
## [142,] -1.852376160  0.3605209375 -0.994386565  0.0272624294 -1.905646e-02
## [143,] -0.578343668  1.0465793544  0.169356260 -0.1459013854  3.498507e-02
## [144,] -2.336974525 -0.2509639597 -0.206675842  0.0024401938 -1.270073e-01
## [145,] -2.456210400  0.1790231976 -0.131714437 -0.0159606777 -1.233129e-01
## [146,] -0.818795429  0.9216666775  0.169790130 -0.1475738601  3.075896e-02
## [147,] -0.673257562 -0.0064494751 -0.091229890 -0.1296465876  5.427623e-02
## [148,] -1.894145088  0.1736319956 -0.627780170 -0.0234932983 -3.545424e-02
## [149,] -2.889514263  0.2604053980 -0.621156309  0.0302645051 -1.841229e-01
## [150,] -1.442955521 -1.3872380583 -0.148856424  0.0830279236  8.393661e-02
## [151,] -2.476664123  0.4799163304  0.838967795  0.0093420706 -9.998172e-02
## [152,] -1.854331365 -0.9320017887 -0.982751169  0.0672313733  2.663775e-02
## [153,] -0.883542678 -1.1325390497  0.043159819 -0.0369481163  9.119632e-02
## [154,] -0.777281252 -1.3116542856  1.015826907 -0.0270781851  7.944315e-02
## [155,] -0.840164920 -1.1872307171  0.518796365 -0.0208195758  1.103201e-01
## [156,] -0.067061441  0.7243002635  0.491283543 -0.2155222829  4.955859e-02
## [157,] -3.406993167 -3.3544583128  2.388849553  1.2310166780 -2.393576e-01
## [158,] -1.722737790 -0.1520963277 -0.699026345  0.0024925757  8.421865e-03
## [159,] -3.173189371 -0.3904562096  1.561086029  0.3136864455 -2.566778e-01
## [160,] -2.497431327  1.9077106920 -0.086497578 -0.1103899167 -2.128225e-01
## [161,] -2.333759538  0.6135917941  0.009129565 -0.0816329130 -1.485960e-01
## [162,] -2.221576842 -0.8793544993  0.579859368  0.1550016078 -2.630012e-02
## [163,] -0.739564940  0.0844386464 -0.284880781 -0.0885033441  6.583606e-02
## [164,]  0.487589033  0.1986259785 -0.484083697 -0.0146368968  1.744949e-01
## [165,] -0.743985344 -0.3920937792 -0.900434609  0.0236811871  2.238103e-01
## [166,] -1.578402043 -0.4027916418 -0.936841251  0.0398514570  7.314991e-02
## [167,] -2.035451907 -0.0893446492 -0.491017857  0.0349224809  2.475071e-02
## [168,] -3.018140108 -0.7642133597  0.115441749  0.2397760547 -1.522888e-01
## [169,]  0.279979279 -0.1859141743  0.005845496 -0.1853589392  6.709053e-02
## [170,] -2.517390806  0.6018934467  0.250988285 -0.0449710942 -1.490908e-01
## [171,] -0.136237921  0.0081480624  0.311702998 -0.1696476493  1.141964e-01
## [172,] -1.484309140  1.0199822553  0.540171424 -0.1575523897 -3.107927e-02
## [173,] -1.658818385 -0.0359019336 -0.240848634 -0.0646374881 -1.364476e-03
## [174,] -0.809720511  0.3319578973 -1.200559758  0.1090295345  1.508850e-01
## [175,] -1.931062738  0.7766134369 -0.811171097 -0.0262004138 -8.225881e-02
## [176,] -0.433672782  0.2544638025  0.492870236 -0.1541128374  9.058709e-02
## [177,] -0.393335296 -2.1228716617  0.014649992  0.0669663957  2.230992e-01
## [178,] -2.405140090 -1.3943533989  0.034663646  0.2114917891 -6.680819e-02
## [179,] -3.284456631 -1.2566138076  1.247438261  0.4830143944 -2.240282e-01
## [180,] -2.414194019 -0.3548500652 -0.529308504  0.0416030211 -1.042561e-01
## [181,]  0.128578267  0.1163749334 -0.361088265 -0.0983164336  7.735107e-02
## [182,] -1.107706562 -0.2896177815 -0.608449129 -0.0335544366  5.564585e-02
## [183,] -1.650786153 -1.4530348331 -0.002455031  0.0919065539  3.261674e-02
## [184,] -2.336531839  1.5285670977 -0.676134807 -0.0263201063 -1.573306e-01
## [185,] -0.587128274 -0.9108615233  0.536070251 -0.1649144876  1.187559e-02
## [186,] -2.637411334  0.5070310789 -0.195433188 -0.0385985514 -1.928526e-01
## [187,] -3.202836214 -0.5496345826 -2.114707658  0.1856413371 -1.722888e-01
## [188,] -1.982391240 -0.7603359694  0.508035137  0.0391106314 -6.294236e-02
## [189,] -1.090853942 -0.2044690451 -0.292365527 -0.0920521848  2.783580e-02
## [190,] -0.423709957 -0.2954049511 -1.071657583 -0.0070925291  8.558094e-02
## [191,] -0.616856756 -0.6769907213 -0.838999579 -0.0723413361  5.112086e-02
## [192,] -0.365654012 -1.4979340613  0.652817912 -0.1102442868  5.769476e-02
## [193,] -3.842691203 -3.1384493104  0.872866506  1.0784510821 -2.703805e-01
## [194,] -0.290461962  0.2096771296 -1.154032542  0.0490640620  5.893153e-02
## [195,] -2.478424238  1.4764230006  0.479343640 -0.2000326154 -2.512620e-01
## [196,] -0.254540914 -1.3667581153  0.267333246 -0.0984567941  9.964599e-02
## [197,] -1.089482315 -0.0005727229 -0.110587865 -0.1422443534 -2.349527e-02
## [198,] -0.920537808 -3.9946575032  1.587936936  0.5558969106  7.227240e-02
## [199,] -1.611954946  0.0009109527  0.515536059 -0.0797218602  2.989875e-03
## [200,] -1.741677376 -0.1136338943  0.192547526 -0.1090187284 -8.696412e-02
## [201,] -1.637590984 -1.0118777872  0.133306949  0.0154655284 -1.200700e-02
## [202,] -1.591104480 -0.2543583873  1.012087171 -0.0848213573 -1.779380e-02
## [203,] -0.684038862  0.2225219192  0.165840239 -0.1739663139  1.251020e-02
## [204,] -0.770920537 -0.1545415531 -0.843001388 -0.0512573927  4.590991e-02
## [205,] -1.334187233 -0.6221831719  0.577052420 -0.0382256002  3.448041e-02
## [206,] -0.846252110 -0.6727814590 -0.250561202 -0.0955153646  5.041781e-02
## [207,] -3.031314388  0.4090278820 -0.083252317  0.0004152954 -2.652588e-01
## [208,] -1.559085384 -0.2998084224  0.233994929 -0.0391286365  2.257625e-02
## [209,] -3.210564526 -0.9328988457  0.260307528  0.2909095590 -2.124707e-01
## [210,] -2.491885786 -1.1534962374 -0.781130055  0.1403854729 -8.786185e-02
## [211,] -2.385676918  0.0555849535  1.165555270  0.0137378871 -1.215280e-01
## [212,] -2.069926372  2.2266225439  0.258260027 -0.1691796342 -1.937404e-01
## [213,] -1.657370446  0.0828492780 -1.711830543  0.1046016287 -4.043517e-03
## [214,] -1.651834612  0.2173404204 -0.208826344 -0.0885245668 -3.953435e-02
## [215,] -2.140291567 -0.2399222089 -0.711456424  0.0416658396 -3.198474e-02
## [216,] -1.732682967 -1.0900181917  0.712446303  0.0718932685 -1.110982e-02
## [217,] -2.095996119  1.7132247609  0.443664652 -0.2023389575 -1.800330e-01
## [218,] -1.064387220  1.0306843260  0.275007596 -0.1191436611  5.737847e-02
## [219,] -0.506399430  0.8317872440 -0.210992847 -0.0447432608  1.176861e-01
## [220,] -2.479785476 -0.7368204817  0.587735640  0.1663484340 -8.230466e-02
## [221,] -2.458399124  0.5972299986  0.930670426 -0.0177463338 -1.288058e-01
## [222,] -1.103044479  0.6749652762  0.210487281 -0.1129298933  6.336948e-02
## [223,] -2.366449324 -2.6245581742  0.641640010  0.5408251116 -1.220417e-03
## [224,]  0.368780428 -0.0408188480  0.298067781 -0.2224895143  8.343853e-02
## [225,] -0.297826943  0.1146043627  0.814026108 -0.2438221107  2.977143e-02
## [226,] -0.392396122 -0.1238642759 -0.097642372 -0.1386161259  1.044939e-01
## [227,]  0.329432155  0.7189544358  0.398373227 -0.1817413379  1.112416e-01
## [228,] -1.166057324  0.1330869086 -0.418506908 -0.0659250180  5.358201e-02
## [229,] -1.118785640 -2.5372252263  1.393877388  0.3262063491  1.327815e-01
## [230,] -0.731274380 -0.8866532320 -0.310806716 -0.0808388003  7.427272e-02
## [231,] -1.812684062  0.7108041091 -0.243758086 -0.0874559607 -5.830415e-02
## [232,] -2.537259396 -2.1761776206  1.282679549  0.5593244771 -3.116968e-02
## [233,]  0.038028151  0.5308100625 -0.192407343 -0.1027514631  7.859572e-02
## [234,] -3.192879991  1.0278370999  0.185008961 -0.0417773200 -3.133632e-01
## [235,] -2.267026337  0.4408365963  1.014650181 -0.0681712802 -1.401467e-01
## [236,] -3.592329079 -2.5741500282  0.678799141  0.7959324245 -2.586473e-01
## [237,] -3.054860073 -2.3031645182  0.888088461  0.6124295860 -1.793950e-01
## [238,] -1.836325310  0.9675407403 -0.846039596 -0.0079284942 -7.193993e-02
## [239,] -2.366952960  2.4656075195  1.125115709 -0.2479129049 -2.095643e-01
## [240,] -2.501410046  0.8317389013  0.741687394 -0.0832050676 -1.717138e-01
## [241,] -2.145336467 -0.0175403781 -0.092748932 -0.0127045747 -5.020220e-02
## [242,] -2.317828047  1.6899653140 -0.101165128 -0.0926019292 -1.567255e-01
## [243,] -1.874053233  0.5597021612  0.287713927 -0.1043292982 -4.262224e-02
## [244,] -1.534795677 -0.0204147515 -1.276818753  0.0394017195  2.675450e-02
## [245,] -0.473170791 -1.9615522415  0.228451053 -0.0100867863  1.083993e-01
## [246,] -1.996377662 -0.7359024317  0.524432348  0.0870536569 -8.919327e-03
## [247,] -2.290459154  1.0384174079  1.018229303 -0.0751956657 -9.203537e-02
## [248,] -1.785992596  0.1537242241  0.253212476 -0.1028859449 -6.586652e-02
## [249,] -1.351855267  0.7042602962  0.689471170 -0.1606523812 -2.454233e-03
## [250,] -2.290010024  0.0540700592  0.420815647 -0.0261873192 -1.215004e-01
## [251,] -0.757972384 -1.5441643111  0.651143473  0.0740004052  1.946769e-01
## [252,] -3.114978665 -2.2608384999  1.323866766  0.7031325508 -1.749011e-01
## [253,] -3.016404317 -0.0996934516 -1.231157822  0.0907940970 -1.853027e-01
## [254,] -3.295203244 -0.8978129388  2.480067120  0.5581722157 -2.776118e-01
## [255,] -0.551976678  0.4841321714 -0.579110149 -0.0423356252  5.285493e-02
## [256,] -2.698870721  0.6835445395 -0.229626047 -0.0618208635 -1.995905e-01
## [257,] -1.509931357 -0.5093780236 -1.634217732  0.0788361224  3.894604e-02
## [258,] -2.607167109  0.9476448497  0.050430533 -0.1269400826 -2.543504e-01
## [259,] -1.109785876 -1.7871661826  0.932230273  0.1361063910  1.165674e-01
## [260,] -2.906584510  0.3353966310 -0.683857602 -0.0216037919 -2.544918e-01
## [261,] -1.477392261 -0.1555483929  0.090371993 -0.0737898047  2.945148e-02
## [262,] -2.474129387 -0.1608591162  0.447884501  0.0434541564 -5.616164e-02
## [263,] -2.984688578 -1.1661767005 -0.073225621  0.2644010417 -1.740664e-01
## [264,] -2.204586565 -0.3127354487 -1.246408408  0.0549083456 -5.556382e-02
## [265,] -1.524430615 -0.1590029333 -0.233178592 -0.0461974168  2.150157e-02
## [266,] -0.480699080  0.0931531045  0.461413707 -0.2042750418  4.101674e-02
## [267,] -1.624349069  0.0262219085 -1.376747703  0.0341473340 -1.705473e-02
## [268,] -1.025339843 -0.0904118344 -1.020908873  0.0168658946  7.311799e-02
## [269,] -1.263124230  0.4593628566 -1.346008587  0.0792883380  8.508813e-03
## [270,] -0.784312495  0.4526935089 -0.155439306 -0.1627533355 -3.141206e-02
## [271,] -2.259969634 -1.5551250112  0.302325737  0.2515510064 -3.308046e-02
## [272,]  0.154783743  1.4844895753  0.584450498 -0.2013229561  4.031335e-02
## [273,]  0.249513464 -0.1663535619 -1.200571233  0.0336232479  8.208435e-02
## [274,] -1.000715852  0.2893937713 -0.159554722 -0.1242742518  4.799832e-02
## [275,] -2.395497107  1.1216544452  0.443699916 -0.0814743365 -9.148796e-02
## [276,] -3.924219823 -2.3315464712  0.134999305  0.7848579508 -2.964661e-01
## [277,] -0.574408709 -0.5859897372 -0.117934354 -0.0619232737  1.602071e-01
## [278,] -1.181774338 -0.1196171060 -1.595794529  0.0954010596  5.551919e-02
## [279,] -2.722746528  0.1951110391  0.707793260  0.0635508000 -1.347617e-01
## [280,] -0.631021965 -0.9851956292  0.117711991 -0.0905805252  7.233369e-02
## [281,] -1.853609629 -0.4405726308  0.770602224 -0.0120338689 -6.110549e-02
## [282,] -1.175792830 -0.0307587892  1.234114248 -0.1235715734  4.789970e-02
## [283,] -2.188221814 -1.0005339521  0.104039164  0.1121935415 -5.816942e-02
## [284,] -0.434528379  0.3977431709  0.036836854 -0.1627038619  2.916825e-02
## [285,] -0.763638576  0.3270736320 -0.497775521 -0.0886596694  1.837395e-02
## [286,] -1.848880628 -0.6318781885  0.170338263  0.0347435009  1.541424e-03
## [287,]  0.097065217 -1.7513726704 -0.150651954 -0.0664779229  1.576722e-01
## [288,] -0.951283558  0.8176786209  0.322478056 -0.1630383017  2.282012e-02
## [289,] -0.600425445  0.7620838518 -0.159527668 -0.1360331801 -1.314874e-02
## [290,] -1.785635448 -0.9819538525  0.477491146  0.0603658554 -2.493206e-03
## [291,]  5.049088610  2.6415365063  1.732212416  0.7192516977  8.838123e-01
## [292,] -1.132658178  1.2620453235  0.307569954 -0.2025061748 -8.126352e-02
## [293,] -0.957087512 -1.1553637823 -0.858156185  0.0241473576  1.485419e-01
## [294,] -0.228404562  0.0711813020 -0.411166911 -0.0675087546  1.184287e-01
## [295,] -0.997819637  0.0300884403  0.247820292 -0.1608794181  1.899199e-02
## [296,] -1.268528649 -0.5775548886  0.501384952 -0.1116371874 -3.622687e-02
## [297,] -2.221736459 -1.6245682498  0.976899719  0.3249073996 -2.911567e-02
## [298,] -2.312990380 -2.0024455348  1.415880497  0.4762470135  4.473555e-03
## [299,]  0.761897313 -1.0663323550  0.491522486 -0.2598366489  6.890131e-02
## [300,] -3.280078444  0.1479720508  0.238313401  0.0870773828 -3.002130e-01
## [301,] -0.128180329 -0.4858090390  0.316848917 -0.2149814876  3.781444e-02
## [302,] -2.029778532 -1.1111477076  0.326979733  0.0999110208 -4.441308e-02
## [303,] -0.987167215  0.1498215466  0.500868618 -0.1529810856  2.749912e-02
## [304,] -0.386249313 -0.4516900736 -0.236067285 -0.1253349055  7.642600e-02
## [305,] -1.562899998 -0.4031929098  0.164113338 -0.0322805281  1.000140e-02
## [306,] -1.267764869  1.5376005165  0.377575917 -0.1995588491 -9.653709e-02
## [307,] -1.201585688  0.2361710113 -2.290104082  0.3004913483  3.884791e-02
## [308,] -1.877948062  0.7433676863 -0.145349823 -0.1062084810 -7.422723e-02
## [309,] -1.385070199 -1.0612207170 -0.489381351 -0.0040274857  2.411902e-02
## [310,] -2.844878306 -0.9357397214  1.453269463  0.3311421538 -1.456815e-01
## [311,] -1.588543020  0.2004240525 -0.916440800 -0.0236434707 -2.686442e-02
## [312,] -2.099346894  2.2384176135 -0.489797729  0.0116966213 -1.730539e-01
## [313,] -1.557802933 -1.2765086059 -0.493867085  0.0287302632  1.825471e-02
## [314,] -2.990380780 -0.1557981613 -1.700877252  0.1123602486 -1.828065e-01
## [315,] -1.296274029  0.8514701384  0.198732394 -0.1901139272 -7.605199e-02
## [316,] -2.371476251  1.1343454456  0.688303156 -0.1690941429 -2.119644e-01
## [317,] -2.648106862 -2.8902376562  2.149629729  0.8175716699 -1.388374e-01
## [318,] -3.123943952  0.3092755931  0.377915655  0.0366261810 -2.936975e-01
## [319,] -1.714139226 -1.8736178930  0.861752767  0.1942165076 -2.486958e-02
## [320,] -1.863722644 -0.2405403428 -0.087780726 -0.0364494720 -5.545326e-02
## [321,] -1.269075761  1.4868298084  0.245636436 -0.1631833091 -7.740526e-02
## [322,] -2.031447435 -0.4120200018  0.154730856  0.0177693343 -4.933235e-02
## [323,] -2.700501024 -0.9402686731  0.729925964  0.2758924562 -8.152114e-02
## [324,] -0.890078838 -0.2774045103 -0.235085929 -0.0913259000  6.206328e-02
## [325,] -1.259610549  0.1786631351 -0.047810014 -0.1295480512 -1.846195e-02
## [326,] -3.145274328  0.9525573548  0.115915619 -0.0390865631 -3.007949e-01
## [327,] -0.760051685 -1.0010707695  0.160810280 -0.0524042778  1.144611e-01
## [328,] -1.425835598 -1.6579208437  0.166558839  0.1402874273  1.121328e-01
## [329,] -1.680898463  0.5067869491 -0.358290906 -0.0870226192 -5.769205e-02
## [330,] -0.457398522 -0.3330438758 -0.410236552 -0.0931456623  8.563942e-02
## [331,] -1.497377517  1.6953863952  0.190167648 -0.1471169900 -8.965318e-02
## [332,] -1.836466191  0.9563060682 -0.534689890 -0.0692978983 -9.108072e-02
## [333,] -1.648692125 -0.5516926268 -1.515044798  0.1062038210  8.262721e-02
## [334,] -1.673850042 -0.3974615849 -0.208522916 -0.0297030594 -1.349547e-02
## [335,] -1.254763966 -2.0140940634  1.810774315  0.2789896593  1.112587e-01
## [336,] -2.011609740 -0.9263567180 -1.974980882  0.1812525463  9.926530e-02
## [337,] -0.954890879  0.8433867115  0.298455837 -0.2010843594 -2.073747e-02
## [338,] -0.109770543 -0.0054505280 -0.254335717 -0.0836232232  1.356857e-01
## [339,] -0.339361379  1.1172495763 -0.121019470 -0.0569410505  9.327138e-02
## [340,] -2.297236594  1.8990510452 -0.026775078 -0.1254717553 -1.988173e-01
## [341,] -3.020262183 -0.2466176413 -0.169621879  0.1227385913 -1.958375e-01
## [342,]  0.088766640 -0.8458047126 -0.231189444 -0.0753663618  1.942436e-01
## [343,] -1.629003444  1.1626561672  0.347374290 -0.2041874603 -1.224951e-01
## [344,] -1.295412506 -0.9410921482 -0.074717072  0.0595782124  1.509358e-01
## [345,] -1.125800903 -0.5716447995  0.007894444 -0.0817776213  2.422819e-02
## [346,] -0.435610118  0.4076325327 -0.482276284 -0.0630736165  1.181022e-01
## [347,] -2.357332412  1.0650733902  0.306589986 -0.1386685799 -1.859154e-01
## [348,] -1.381842465  0.5858334391 -0.136224183 -0.1193968125 -2.911376e-02
## [349,]  0.152579103  0.0944532493 -0.523989894 -0.0497810088  1.049606e-01
## [350,] -0.832419902  1.1201489048 -0.731932948  0.0457568611  2.980439e-02
## [351,] -2.373090200 -0.5698565376 -0.858111295  0.0720219078 -7.782886e-02
## [352,] -0.045904654 -0.6582689411  0.110652136 -0.1735319234  7.934784e-02
## [353,] -2.814887859 -1.5499766168  0.083627037  0.3362087400 -1.175333e-01
## [354,] -1.862550885  0.4072509082 -1.071648295  0.0265053174 -3.218086e-02
## [355,] -0.605093156 -1.0998300812  0.379191749 -0.0801817445  8.715335e-02
## [356,] -1.062506373 -0.2275692100  0.413550659 -0.1332572216  4.298411e-02
## [357,] -2.413834292 -3.1961640391  1.283814161  0.7501922820 -2.919097e-02
## [358,] -1.181494857  1.0817605660 -0.927537838  0.0672835173 -8.326267e-03
## [359,] -0.522731589 -0.1507485211  0.073184270 -0.1396825950  8.049708e-02
## [360,] -1.208985121  0.6687531774  0.047681646 -0.1381269560  1.049391e-02
## [361,] -2.025708829  1.2697799026 -0.039285504 -0.0752607696 -6.961688e-02
## [362,] -2.592192228 -0.9487233888  0.693984177  0.2031496567 -1.379040e-01
## [363,] -1.222128452  0.7378275558  0.502599519 -0.1988842048 -5.155914e-02
## [364,]  0.787294609 -0.6353273726 -0.210671374 -0.1965603645  5.656415e-02
## [365,] -1.068729167 -1.4682420972  0.012333869  0.0025964662  5.715457e-02
## [366,] -2.517538789 -0.3238242766 -0.065516554  0.0543723507 -1.268850e-01
## [367,] -1.382744179 -1.5712221586  0.215909868  0.0821331586  4.494118e-02
## [368,] -1.963371713 -0.6725583256  0.278331441  0.0363735001 -2.698963e-02
## [369,] -0.330666116 -1.2902501952  0.315702223 -0.1142667402  7.757603e-02
## [370,] -1.779096404  0.2840124758  0.216936645 -0.0878049854 -2.953964e-02
## [371,] -3.343349003  1.1276389614 -0.333733666 -0.0592228152 -3.614690e-01
## [372,] -1.162409152 -1.1675284909  0.044011184 -0.0137825550  5.601142e-02
## [373,] -0.512916598 -2.2596248333  1.819910623  0.0998455752  5.209910e-02
## [374,]  0.425701575 -1.8010571325  0.241271153 -0.1342594271  1.261565e-01
## [375,] -1.206903334 -0.3500171239 -0.685575190 -0.0340970247  4.158515e-02
## [376,] -1.520627242 -1.1438343620  1.757648124  0.1231061754  3.687309e-02
## [377,] -0.973271156  0.0814158292  1.228649823 -0.2034754317  1.436961e-02
## [378,] -3.073205484  0.1158176536 -0.301915296  0.0444482955 -2.539326e-01
## [379,] -1.621743917  2.2652509343  0.464781110 -0.1984167539 -1.630471e-01
## [380,] -0.324002970  0.7787211332  0.416420662 -0.2132763828  1.565104e-02
## [381,] -0.338801832 -0.5653733525  0.041325138 -0.1432568276  8.751256e-02
## [382,] -3.306642788  2.0248095784  0.539940171 -0.1820087932 -4.185774e-01
## [383,] -3.691456186  1.1435392070 -0.630250027 -0.0059203666 -4.050785e-01
## [384,] -1.227690237 -0.1473860471  0.261146876 -0.1089170474  2.520757e-02
## [385,] -0.713515674 -0.5603674177 -0.410943595 -0.0811065152  7.063069e-02
## [386,] -2.533703935 -0.1637540539 -0.216819058  0.0331739164 -1.358704e-01
## [387,] -1.218054517 -0.2382769283 -1.329595995  0.0589469231  8.093433e-02
## [388,] -0.927785831  1.1329908035 -0.059583733 -0.0592264936  7.589532e-02
## [389,] -1.011810265 -0.6524653495  0.022334505  0.0110782443  1.989207e-01
## [390,] -1.220011641 -0.0162720123 -1.617194278  0.1075841020  6.074754e-02
## [391,] -2.127194391  0.6399232191  0.118432779 -0.0642251730 -6.625169e-02
## [392,] -0.363804165  0.0367346573  0.773642046 -0.2092502085  8.322827e-02
## [393,] -2.084622125  0.2021721260 -0.692409370 -0.0187370812 -6.548088e-02
## [394,] -1.061508093  1.2477056939 -0.241326841 -0.0527093775  1.564477e-02
## [395,]  0.137254851 -0.1175898207 -0.282113540 -0.1224050436  8.750477e-02
## [396,] -3.308266515  1.4612161144 -0.062546351 -0.0873925159 -3.512584e-01
## [397,] -0.478585469  0.5157691860 -1.028538478  0.0534254931  4.077235e-02
## [398,] -0.774800448 -0.2544079429 -0.910607354 -0.0047856501  1.076043e-01
## [399,] -0.050448224  0.8130849718  0.545026450 -0.2108686772  7.196092e-02
## [400,] -1.305745318 -0.7880145280  0.043000701 -0.0562457367  1.213173e-02
## [401,] -1.987642062  1.3240789884  0.018224250 -0.1253391222 -1.009159e-01
## [402,] -2.711620034  1.9021651195  0.456588195 -0.1945748376 -3.039398e-01
## [403,] -1.925580825  1.4255213908 -0.200238274 -0.1339267590 -1.562536e-01
## [404,]  0.211696919 -0.0458037816  0.160641027 -0.2205432519  3.138318e-02
## [405,] -0.519675796 -0.1414674071  0.001507083 -0.1739251829  1.795227e-02
## [406,] -2.068735131  0.7945783766 -0.130064667 -0.0907577768 -1.030638e-01
## [407,] -1.411134543 -0.9545039594 -0.634185915 -0.0004728727  2.622723e-02
## [408,] -0.777342714  0.3141117834 -0.009757524 -0.1661925578 -3.596830e-03
## [409,] -0.210057764 -0.2657695934 -0.839224012 -0.0431043766  9.742123e-02
## [410,]  0.858447437 -0.8844359282  0.032854917 -0.1989666453  9.844598e-02
## [411,] -1.544288391  0.1127409816 -0.332131391 -0.0388309086  2.436652e-02
## [412,] -0.596216068 -0.1129711792 -0.673366887 -0.0833244382  3.318595e-02
## [413,] -1.711978394  0.3956414655 -0.093251958 -0.1077781811 -5.255001e-02
## [414,] -1.939004119 -0.2901606966 -0.886024767  0.0153025932 -3.293259e-02
## [415,] -3.016075860  0.5240390509 -0.814937393  0.0024843956 -2.479929e-01
## [416,] -1.814048523 -0.3673390170 -0.522853767 -0.0319704024 -5.023801e-02
## [417,] -3.484333843 -0.7381762807 -1.298276892  0.2406671066 -2.335725e-01
## [418,] -2.189966270  1.1045326841 -0.381163937 -0.0864389806 -1.498637e-01
## [419,] -0.870464311  0.1919638067 -0.184196907 -0.1328810458  5.327960e-03
## [420,] -0.300640472 -1.0517766001 -0.338994729 -0.0835460744  1.121884e-01
## [421,] -0.595601184 -2.4421119571  1.032414878  0.0954137878  6.616586e-02
## [422,]  0.284764855  0.7362230780  1.157759719 -0.3441215774  2.149483e-02
## [423,] -3.468168037 -0.5540501754 -0.490518370  0.2083126521 -2.816835e-01
## [424,] -3.015944765  0.0691202502 -0.170838448  0.0572941694 -2.254185e-01
## [425,] -2.849277265  0.3410861302  0.314413295 -0.0255327727 -2.347660e-01
## [426,] -0.223989199 -0.6139042337  0.156377127 -0.1956703420  3.851730e-02
## [427,] -1.714113697  0.8594269960  0.328062727 -0.1723203221 -9.283635e-02
## [428,] -2.993143080 -0.0850142782 -0.554450632  0.0536498825 -2.048280e-01
## [429,] -2.289688605  0.2732115931 -1.242153095  0.0216758112 -1.104161e-01
## [430,] -1.337814607 -1.0484595347 -0.097781016  0.0152422794  5.558558e-02
## [431,] -1.640396999  0.7062943956  0.103453072 -0.1544850917 -7.117146e-02
## [432,] -1.530203781  0.9674922057  0.277790034 -0.1689291331 -5.435137e-02
## [433,] -1.473178641  0.3390498715 -1.134143631  0.0167018157 -1.306743e-02
## [434,] -0.654685439 -0.0824197888 -0.567145793 -0.0699600029  9.892376e-02
## [435,] -1.126631883  0.7992242231 -1.228407357  0.0943398090 -4.918475e-03
## [436,] -3.572154309  1.8368128445  0.520833012 -0.1376655893 -4.763008e-01
## [437,] -0.462881898 -0.4467444346 -0.072562861 -0.0962039147  1.190893e-01
## [438,] -0.114093778 -0.4581672039 -0.078379015 -0.1397151239  1.070048e-01
## [439,] -0.048558407  0.5779135674 -0.560622898 -0.0429772989  4.944672e-02
## [440,]  0.094847076 -2.6292801385  1.636168186  0.0883654032  1.471289e-01
## [441,] -2.162040475 -0.5264439335 -0.094002645  0.0309644512 -7.962499e-02
## [442,] -1.552458835 -0.6383996401  0.571811735 -0.0085546253  2.848615e-02
## [443,] -1.762814305 -0.3858194421  0.469364557  0.0216473521  2.844700e-02
## [444,] -0.913695379  0.5438676905  0.080751661 -0.1089886105  6.347953e-02
## [445,] -1.115358825  0.0537899587  0.564264099 -0.1237439580  5.310365e-02
## [446,] -1.663233120 -0.9558061155  0.823957006  0.1267155183  8.372693e-02
## [447,] -0.196415235 -1.2625050487  0.078466546 -0.0631923349  1.675455e-01
## [448,] -1.260445524  1.1347518629 -0.531732703  0.0243634689  6.186458e-02
## [449,] -1.804714856  2.0846817873  0.166840749 -0.0942113664 -8.180067e-02
## [450,] -3.129403167 -1.3881524868  0.791038661  0.4514390941 -1.627122e-01
## [451,]  3.070152277  0.3595555422 -1.293129681  0.6146339894  3.353782e-02
## [452,]  1.896679736 -0.2396617828 -0.683322282  0.0615131786  1.823304e-01
## [453,]  0.697555009  0.2710436010 -0.870366494  0.0963814815  1.363519e-01
## [454,]  0.523611096 -0.2833828855  0.014978602 -0.1833324217  8.347573e-02
## [455,] -0.886207983  2.1973745016  0.658698601 -0.1390402345  6.123420e-02
## [456,]  3.403410197 -0.7713030237 -0.164566882 -0.1977464680 -1.389694e-01
## [457,]  2.682417247 -0.1407307396 -1.138418671  0.2593197657  6.267465e-03
## [458,]  1.655761419  1.4420122308  0.699509677 -0.1377890647 -2.636749e-02
## [459,]  1.570144371 -2.6620714890  2.330698843 -0.1370067817  1.866270e-01
## [460,]  0.890861787  3.6071948929  1.979680667 -0.0554407834  2.182928e-01
## [461,]  1.340036827  1.1661491345  0.510455364 -0.1521192461 -7.471963e-04
## [462,] -0.594927046  2.3244071217 -0.351373098  0.2782455577  1.387207e-01
## [463,]  2.664020820  0.6596370777 -1.627251427  0.8616432287  6.657500e-02
## [464,] -2.544649121 -0.6890988996 -2.496166329  0.2048577675 -4.119012e-02
## [465,]  2.293183603  2.0482705466  0.147729434  0.3881768301 -1.968959e-02
## [466,] -0.915048986  0.7004095647 -0.661455934 -0.0211220482  2.563517e-02
## [467,]  1.296855787  2.7832933192  0.625128805  0.2702058576  7.082041e-02
## [468,]  5.289947390  0.9253770453  0.158277803  0.4157967213 -4.438583e-01
## [469,]  4.343778546  0.1497901224 -0.014831078  0.0856988972 -2.173064e-01
## [470,]  5.784395789 -0.2946415849 -0.856869594  0.5891364605 -3.044976e-01
## [471,] -0.834689357  1.4743195047 -0.425056015  0.0203218223  3.180652e-02
## [472,]  1.546117199 -1.3471086477  0.445875108 -0.2926813318  6.034043e-02
## [473,]  1.193398958 -0.1883832299 -0.150882754 -0.1458662729  7.956989e-02
## [474,]  3.786911737  0.5109275719  0.689642307 -0.1647635115 -1.929973e-01
## [475,]  0.029480522  0.9641809454  0.181392209 -0.1469482522  5.111774e-02
## [476,]  4.492484100 -0.6478006762  0.589631755 -0.3438133842 -2.692260e-01
## [477,]  2.211150330  0.0015775736  0.318434462 -0.2185848420  2.497886e-02
## [478,]  1.137275128 -0.6742143436  0.818736192 -0.2774276747  1.576485e-01
## [479,]  2.483353258  1.4729785823  0.860692222 -0.1401565773 -1.289501e-01
## [480,]  5.660409708 -0.3323832106  1.991935990 -0.4692254977 -1.012193e-01
## [481,]  2.999114162  1.5677632396  0.827630895 -0.0174710085 -1.343299e-01
## [482,] -0.767144665 -0.5497277284  1.053648237 -0.0985636020  1.093098e-01
## [483,]  1.519983400 -0.9774254988 -0.337145422 -0.1370804660  1.322040e-01
## [484,] -0.208320894 -3.1075039114  1.681240325  0.2913010051  2.487884e-01
## [485,]  3.325322402 -1.8997909266  0.436167207 -0.2885910291  1.148434e-01
## [486,]  0.030682756  0.0020957536 -0.607281558 -0.0296952544  1.241363e-01
## [487,]  1.055977703 -0.7905054456 -0.137428550 -0.1360835211  1.666857e-01
## [488,]  9.528914641  2.6149479638  2.099985492  1.6056311374  5.796232e-01
## [489,]  0.485561333  0.5868572437 -1.503395336  0.3594051481  1.281021e-01
## [490,]  0.194402965  1.9551388307  0.493840961 -0.0899826530 -4.541255e-03
## [491,]  3.797847790 -2.4944320308  1.825772320 -0.5616383889 -1.420302e-01
## [492,] -0.337348262  0.8129862905  0.051461840 -0.1240093889  7.377642e-02
## [493,]  0.821856746  0.1029057916  0.474418485 -0.2261354618  1.055195e-01
## [494,] -0.508792466  0.9585528951 -0.430654515 -0.0118111169  7.133410e-02
## [495,]  0.001262612  0.5683745980 -0.812010844  0.0298532513  4.426327e-02
## [496,]  3.187542953 -0.1465103994 -0.029071759 -0.1081106432 -6.018029e-02
## [497,]  1.834824802  1.5438876509  0.283502593  0.0509763193 -2.336394e-02
## [498,] -0.411884150  0.8321638720 -0.365899322 -0.0305648706  7.922842e-02
## [499,]  2.377090761  3.1560045496  1.382575011  0.1999140343 -1.001985e-01
## [500,]  0.958116014  0.9897804165  0.530462864 -0.1790117880  4.437420e-02
## [501,]  2.315538514 -3.5980551031  1.780666806 -0.1946012994  9.209679e-02
## [502,]  4.101046423 -0.6878901167 -1.147796478  0.2688850042 -1.282866e-01
## [503,] -0.614173759  1.1509351490  0.435537609 -0.1617148199  3.595938e-02
## [504,]  2.964650711  0.3402968342  0.457875781 -0.1877635717 -6.558297e-02
## [505,]  0.687525449  2.9766001302  0.924400811  0.0626412928 -3.645185e-02
## [506,]  1.295056127  2.1430648499  1.144458058 -0.1642486147 -1.152635e-02
## [507,]  7.441486911  5.3282253320  3.025320054  2.0067482921 -5.417474e-02
## [508,]  5.720462848 -2.0240697528 -0.513047622 -0.2429467318 -4.925089e-01
## [509,]  2.950690461  2.3134858525  0.682031267  0.3130980859 -1.554989e-01
## [510,]  4.605496157  0.2795230746 -0.959584741  0.6999153256 -1.245899e-01
## [511,]  0.125552623  2.1055221321  1.013453545 -0.2099434863  2.051511e-02
## [512,]  0.146218262  1.9744162145  0.543068071 -0.0548702755  9.278775e-02
## [513,]  0.740187096 -0.7931107313  0.301393482 -0.1750330307  1.582330e-01
## [514,]  0.053040987  1.5609670206  0.347310440 -0.1148590519  3.415373e-02
## [515,]  3.920349884 -0.9879734379  0.036221558 -0.2830864410 -1.761371e-01
## [516,]  4.886684408 -1.8672397564  0.042152511 -0.3430260830 -2.434826e-01
## [517,]  5.749203855 -1.0312754289  0.006754908 -0.1051945143 -3.691100e-01
## [518,]  0.682630818  0.2244012221 -0.148983816 -0.1285456613  8.415508e-02
## [519,] -0.859890661  1.6408919998 -1.054432683  0.2487135158  7.917823e-03
## [520,]  0.061501432 -0.1922693206 -0.742996114 -0.0383980142  1.173586e-01
## [521,]  3.792478800  0.3276246986 -0.500391863  0.2789624688 -1.592966e-01
## [522,]  0.125735724  0.5574240001 -0.728307531  0.0570700355  1.216876e-01
## [523,]  4.781115339 -0.4297554065 -0.946431459  0.3810389413 -1.798930e-01
## [524,]  1.477043637 -0.0876062959 -0.803898198  0.0689765570  1.225556e-01
## [525,] -1.591500225  0.4882524725 -0.799781066  0.0121029048  2.506450e-02
## [526,]  1.822943308  1.1036205721 -0.164869889  0.1399203294  9.425553e-02
## [527,] -0.857963718  0.3244492620 -0.731286964 -0.0074895837  8.618469e-02
## [528,]  3.896260987 -0.7604016553  0.222401478 -0.2261211617 -9.858607e-02
## [529,]  2.038628464  1.3910324628 -0.106244811  0.2419639252  9.752993e-02
## [530,] -0.260684190  1.9478363100  0.950182210 -0.2018723316  5.848550e-02
## [531,]  0.640226822  0.9232345833 -0.181829875  0.0891157359  2.514474e-01
## [532,]  1.440752796  1.4369226565 -0.558963760  0.3675207157  8.733704e-02
## [533,]  0.142737992  1.2915698132  0.573974716 -0.1399978744  1.589188e-01
## [534,]  2.494352323 -0.7725768727 -0.073707419 -0.1398256127  1.425334e-01
## [535,]  4.152367409 -0.3640212532 -1.551003994  0.6105661606 -1.213552e-01
## [536,] -0.280160677  1.0224336924  0.225488180 -0.1564487160  6.359124e-02
## [537,]  0.624514817  4.0779980830  1.568748405  0.1603747078 -7.074444e-03
## [538,] -0.175478203 -0.3332412811 -0.877983296 -0.0333101987  1.303867e-01
## [539,]  3.358348237  0.4646337361  0.605435366 -0.1199267632  1.174934e-02
## [540,]  1.195322678  2.9149679655  0.996333694  0.1081377139  5.977178e-03
## [541,]  4.404762174 -0.6127407862 -2.148501872  0.8862237698 -1.544376e-01
## [542,]  5.332198719  0.0142728380  1.234560106 -0.3843743568 -4.278385e-01
## [543,]  2.968228006 -0.4016655793 -0.727858832  0.0908081950  1.543828e-02
## [544,]  1.548147249 -1.7495511925 -0.694663615 -0.0989136378  1.753165e-01
## [545,]  1.064352790  0.2118198761  1.038703628 -0.2530054078  1.802336e-01
## [546,] -0.781005600  0.9160138402  0.115488641 -0.0969420436  1.215233e-01
## [547,]  0.122790183 -0.9089749218  1.555507596 -0.1026142775  2.932492e-01
## [548,]  1.797366259 -0.6701481012  0.230577320 -0.1770229122  2.601351e-01
## [549,]  2.483197335  1.6542371729 -0.148248554  0.4360988733  1.927645e-02
## [550,]  0.651766691  0.4668670546 -0.972163273  0.1301305789  9.207215e-02
## [551,]  0.295553846  0.0434264370  0.363898581 -0.1434271693  1.835790e-01
## [552,] -0.790370976  0.2389395634 -0.879895403  0.0609163675  1.581595e-01
## [553,]  5.363353700 -3.0995966017  0.988262138 -0.5989591276 -3.142661e-01
## [554,] -0.014975916  0.3708558810 -0.420359635 -0.0435329814  1.043570e-01
## [555,] -0.368388486  1.0300529944  0.125851795 -0.1013636328  9.119684e-02
## [556,]  1.965024143 -0.3340158937 -0.038528586 -0.1413999334  1.493370e-01
## [557,]  0.765354559 -1.3338127321  0.180647277 -0.1951840393  1.212866e-01
## [558,] -0.078344968  2.0956563059  0.092318538  0.0258262429 -1.180256e-02
## [559,] -0.277117164 -1.9127277199  1.036462181  0.0053415116  1.673197e-01
## [560,]  2.686060806 -0.9957573340  0.799730744 -0.3766789673  5.707003e-02
## [561,]  4.394581584 -1.9375268306 -0.908691433 -0.1462416646 -2.199942e-01
## [562,]  2.944092948 -0.9201330176 -0.177985269 -0.1789650985 -8.408023e-03
## [563,]  0.433774555  2.1333989930 -0.160999785  0.2270324441  2.194196e-02
## [564,]  1.756340102 -0.1582375732  0.594869455 -0.2424425602  1.174310e-01
## [565,]  1.329189824  1.1540855548  0.123542346  0.0383046110  1.530244e-01
## [566,]  2.610718770 -0.4694285196 -0.371503401 -0.1094707130 -2.890161e-02
## [567,]  1.654308480  0.2762183504 -1.015236285  0.2200169965  7.820121e-02
## [568,]  3.507304724 -0.9502977070 -0.976661804  0.0533373764 -1.030902e-01
## [569,]  2.295014839  1.6844730180  0.774513854  0.0181038510  1.186811e-01
## [570,]  0.710746219  1.1266464275 -0.372677739  0.1180477479  1.519957e-01
## [571,]  1.172640160  0.0047270292 -0.434758594 -0.0042843870  2.536898e-01
## [572,] -0.233493013  1.1348169858  0.535525899 -0.2263543941 -5.164620e-03
## [573,]  0.455731394 -0.1502553011 -0.323200858 -0.1064734212  1.336904e-01
## [574,]  4.465199975  1.7829855429  1.099733387  0.1060690953 -3.769434e-01
## [575,]  5.747245236  1.4638508504  0.646404245  0.4861769806 -4.868679e-01
## [576,]  3.239729864  0.7008489644  0.769217259 -0.2171623380 -1.372046e-01
## [577,]  1.433973968  0.3783613300 -0.416334117  0.0555849020  1.509522e-01
## [578,]  2.499665568  0.0317784995 -0.527193261  0.0362943726 -3.051076e-02
## [579,]  2.414656261  0.4741685090  0.647211463 -0.2126585017 -4.286837e-03
## [580,]  2.811106502  2.6973111372  1.467523921  0.0312306215 -1.806666e-01
## [581,]  5.915339361 -1.6192135812 -1.044674747  0.1688801902 -3.132587e-01
## [582,]  5.485182368 -2.5374385185  0.017240218 -0.4357354192 -3.909432e-01
## [583,]  3.131100802 -0.6282711048 -0.869865166  0.0644341919 -4.168931e-02
## [584,]  2.045506072 -0.7570952603 -0.422664873 -0.1362099395  4.557843e-02
## [585,]  1.004998350  0.6045573949  0.118806358 -0.1022239594  1.042719e-01
## [586,] -1.365314118  0.1371597064 -0.978972399  0.0300050807  5.846530e-02
## [587,]  4.014733238 -0.4765663991 -0.461182857  0.1044917591 -1.180420e-02
## [588,]  0.642067950 -1.1226105274  0.321605352 -0.1599587492  1.929927e-01
## [589,]  1.620834603 -0.0103629436 -1.188771155  0.2222123093  1.176434e-01
## [590,]  1.363216592  0.0274794232 -0.958507505  0.1583484254  2.196503e-01
## [591,]  4.348218637 -2.0609206769  0.511035449 -0.4321084118 -1.106386e-01
## [592,]  1.155994695 -0.6765662646 -0.521329891 -0.1206824178  9.531953e-02
## [593,]  2.618152304  0.9042721909 -0.338352496  0.2582463385 -1.612994e-02
## [594,]  1.976259306 -0.5542389994 -0.416739764 -0.1258934095  5.142920e-02
## [595,]  2.742651377  0.3828403623 -0.052257581 -0.0016479192  3.666189e-03
## [596,]  0.072253015  0.9306371547 -1.195296475  0.2878087563  1.426326e-01
## [597,] -1.704948620 -1.3016211774  0.440185518  0.0950931896 -2.000508e-03
## [598,]  1.147889100 -0.8730408669 -0.463399022 -0.1390853638  9.519479e-02
## [599,] -0.137397907 -1.2056966463  1.159178012 -0.1375795040  9.827297e-02
## [600,]  3.606028275  1.0038165053  1.435417451 -0.3395447163 -1.782190e-01
## [601,]  0.859666407  3.0960814151  1.002854983  0.0895322704 -2.770181e-02
## [602,]  2.304640400 -0.4366503075  1.497183057 -0.4060924153  8.918993e-02
## [603,] -0.289535191  1.0385690969 -1.211782519  0.2473356174  9.337756e-02
## [604,]  2.573823470 -0.6607272528 -0.389733709 -0.1184569791  4.797669e-03
## [605,]  0.902385628  0.3433774147  1.146484947 -0.3408540254  6.581530e-02
## [606,]  4.241612533 -0.0347750124  0.091247426 -0.0781617745 -2.890431e-01
## [607,] -0.352948430  0.6080484202  1.389253417 -0.2607519571  9.462819e-02
## [608,] -1.365526244  2.2936378152 -0.082452498  0.0156378582 -2.758526e-02
## [609,]  1.225663424  0.3189340836 -1.178048602  0.3234697277  2.515614e-01
## [610,]  2.129533486  1.2058660214  0.178647402  0.0863448873  4.540788e-02
## [611,] -0.144387983 -0.3611237412  0.226948488 -0.1944539526  6.923978e-02
## [612,] -0.692908945  0.9118419027  0.102944059 -0.1710432649 -2.218672e-02
## [613,]  2.438301169  0.3734845245 -0.839537665  0.2521162271 -2.138532e-02
## [614,]  1.567827083 -0.9916419030  0.131815449 -0.2040927196  1.441440e-01
## [615,] -1.567719092 -0.3240324831  0.487401740 -0.0619526779 -2.053341e-02
## [616,]  0.991783563 -1.3513381849 -0.501118427 -0.1276126710  1.519954e-01
## [617,]  5.138040616 -2.6243973092  0.135858100 -0.4856358352 -3.405921e-01
## [618,]  2.147660072 -0.9512965852  0.156823094 -0.2858502305  2.088230e-02
## [619,]  1.120805097 -0.3899212876 -1.028189385  0.0310752741  1.140158e-01
## [620,]  1.521612153  0.7783736352 -0.539617116  0.1463745830  5.364772e-02
## [621,] -0.228209552  0.5315570248 -0.428032921 -0.0086804405  1.338090e-01
## [622,]  3.153318494  1.3405106170  0.280033283  0.2304915089  1.630423e-02
## [623,]  5.289696783 -1.7878057306 -1.136549682  0.0739892715 -2.954568e-01
## [624,]  3.055623938  0.7000696593 -0.977307876  0.5496610118 -4.368876e-02
## [625,] -0.343277972  1.5310416378 -0.034648674  0.0406796741  1.633907e-01
## [626,]  0.793480653  0.5125135239 -0.199844685 -0.0630400395  1.107434e-01
## [627,]  1.321791166  0.7722701528 -1.143726494  0.4184618109  1.562089e-01
## [628,]  0.884110720 -1.0025828189 -1.201485136 -0.0083490853  1.200076e-01
## [629,]  1.004261359 -0.6834902405 -0.246340752 -0.1162386142  1.621080e-01
## [630,]  0.120848417  0.6411285622 -0.222443065  0.0118166384  1.959227e-01
## [631,]  0.784963457  0.1625646837  0.091187206 -0.1698832021  9.652225e-02
## [632,]  0.593727853  1.1309331543 -0.361253723  0.0929492277  9.840475e-02
## [633,] -0.003825498  0.2726309286 -0.771427919  0.0283743044  1.212860e-01
## [634,] -1.730444297  0.9640819660 -0.762084480 -0.0168017203 -5.407522e-02
## [635,]  4.559915937 -0.1459599170 -1.544561879  0.7995248468 -1.505249e-01
## [636,] -0.966085346 -0.4059339961 -0.292831022 -0.0645054952  9.806881e-02
## [637,]  0.926772802 -0.9287116433 -0.999910618 -0.0421554209  1.083822e-01
## [638,]  3.882175384 -0.7709390220 -0.913414601  0.1581408129 -5.949879e-02
## [639,]  0.904113708  0.3064117322  0.017612692 -0.1574823019  5.366869e-02
## [640,] -1.342008088 -1.3813429771  0.841772702  0.3213848145  3.790869e-01
## [641,]  0.531865765  1.4208865538  0.093829482 -0.0172527303  5.217047e-02
## [642,]  2.409326874 -0.5516209765 -0.825607747  0.0108382966  2.282815e-02
## [643,] -0.237102611 -0.1701564469 -0.596771663 -0.0762868309  1.098508e-01
## [644,]  1.131886977 -0.0059332250 -0.521848080 -0.0581110773  7.196016e-02
## [645,]  1.688998321 -1.5872675477 -0.244512852 -0.1929264194  1.386601e-01
## [646,]  1.511020306 -0.5793912954 -0.122410614 -0.2001451274  5.912539e-02
## [647,]  0.117918316  0.2584376731 -0.913880099  0.0209072631  6.511681e-02
## [648,] -0.338935585  1.0750335837  0.332883523 -0.1870088132  1.111491e-05
## [649,] -0.621264099  0.3955702748  0.458391226 -0.2032906474  2.676083e-02
## [650,]  1.341009421 -0.7939603074 -0.418834676 -0.1439703763  7.863134e-02
## [651,]  5.107298298 -1.9755814590 -0.862260781 -0.1448195739 -3.699758e-01
## [652,]  1.217491455  0.7920304496  0.018800149 -0.0299691122  1.162703e-01
## [653,]  0.832375817  0.6439493492 -0.150140553 -0.0869332030  4.767236e-02
## [654,]  0.854790328  0.5212287753 -0.749519933  0.0898369311  1.055051e-01
## [655,]  4.345705213 -0.4432337237 -0.309701714  0.0116166407 -2.202732e-01
## [656,] -1.036039506 -0.2266307511 -0.060569024 -0.0981116013  3.161870e-02
## [657,]  4.221293456 -0.3266731923  1.481187749 -0.5837373004 -2.828803e-01
## [658,]  5.415616330 -0.4444765285 -0.872307777  0.4065795214 -3.787395e-01
## [659,]  0.266639380 -0.4528836606 -0.029804131 -0.1583582467  1.216952e-01
## [660,] -0.019678335  1.0334061540  0.309233928 -0.1496396227  6.463472e-02
## [661,] -1.820733943  0.7127119033 -0.685581851 -0.0291138173 -4.627301e-02
## [662,]  3.545420476  0.0409821222  0.391609519 -0.1324684690 -1.184540e-02
## [663,] -2.996100896 -0.2330420160 -0.123889482  0.0906580687 -2.218471e-01
## [664,] -0.097499891  0.7645984357 -0.047763462 -0.1037384718  7.963974e-02
## [665,]  1.449716631  1.0071723131 -0.663638532  0.3000528921  1.362942e-01
## [666,] -0.143412608 -0.5989202478  0.267649617 -0.1329792654  1.400725e-01
## [667,]  4.336608081 -1.9010741351  0.111804533 -0.3882614240 -2.103698e-01
## [668,]  1.044408493 -0.7991689833 -1.182350844  0.0575486863  2.145182e-01
## [669,]  6.038757971 -0.8276075312 -0.870782837  0.3643234042 -4.468562e-01
## [670,]  0.479439818 -1.0278572448  0.689194549 -0.1624130749  1.884913e-01
## [671,]  3.856140669 -0.2519547796 -1.105632912  0.3822533008 -6.771098e-02
## [672,]  5.108712440 -0.0803569564 -0.284848873  0.2490975660 -2.617954e-01
## [673,]  0.849808786  0.9500705587 -0.298360512  0.0550862733  1.116930e-01
## [674,]  1.061008982  1.5041747239  0.712088240 -0.1344154665  6.473736e-02
## [675,] -0.416972800  1.0101923473 -0.449483769 -0.0457826041 -1.961840e-03
## [676,]  1.536022202  0.5940531842  0.069940763 -0.0712391133  8.497506e-02
## [677,] -1.840436503  1.2087074473  0.298534875 -0.1595106171 -4.503512e-02
## [678,]  3.179580315 -0.2440778798 -0.877668648  0.1702236710 -7.825609e-02
## [679,]  4.704683346 -1.4910644922  0.078608050 -0.3070289513 -2.385283e-01
## [680,]  2.450427510 -0.1849814521 -1.273021097  0.3163536819  8.963521e-02
## [681,] -0.724045011 -0.9465020128 -0.301320350 -0.0455956264  1.212635e-01
## [682,]  3.851248702 -0.0919535292 -0.875594851  0.3018542747 -1.664598e-01
## [683,]  1.822044360  3.4009028533  1.309873841  0.2324837213 -7.438123e-02
## [684,] -1.275578747  0.3292763230 -0.501704334  0.0001817087  1.144698e-01
## [685,]  0.244074132 -0.1211934838 -0.829143350  0.0082191218  1.586355e-01
## [686,]  0.700799245 -1.3841111315  0.720802380 -0.1970909141  1.805875e-01
## [687,] -1.279224973  0.0986541661 -0.577250613  0.0462825114  1.619896e-01
## [688,]  2.642560857  0.8422719376 -0.660135370  0.4019454259  3.000604e-02
## [689,] -1.851757581 -0.4691876785  1.688719020  0.0960779366 -9.890767e-04
## [690,]  0.319046249  1.1621352910  0.308710905 -0.1439035008  2.486342e-02
## [691,]  0.448874325  1.9181237495  0.568197428 -0.1144495473 -3.088605e-02
## [692,]  3.096727796  1.5366303855  1.215285281 -0.2239073474 -2.190344e-01
## [693,]  2.575253037 -0.2384659494  0.833622470 -0.2278950093  3.824370e-01
## [694,] -2.089992800  0.7443761377  0.097295754 -0.0533812962 -5.077182e-02
## [695,]  6.988994213  2.6880341790  2.359524618  0.7234914291  6.401317e-01
## [696,]  0.327391347  1.6139759709  0.813219463 -0.2169206660  2.953831e-02
## [697,]  0.221656724 -0.4173407739 -0.118207633 -0.1596512066  1.108965e-01
## [698,]  0.012155373 -1.5868446689  0.826242363 -0.1145119784  1.032403e-01
## [699,]  0.391957398 -0.1986337630 -0.310586315 -0.1456748415  7.128679e-02
## [700,]  2.358339250  0.7759228965 -0.402602519  0.2143693792  5.768251e-02
## [701,]  1.933449995 -0.1736410259 -1.167485855  0.2275539214  1.586063e-01
## [702,]  3.193759233 -1.6021097256 -0.810200841 -0.1586196773 -8.614520e-02
## [703,]  3.582571526  0.1316637005 -0.845033233  0.3825484419  1.264377e-02
## [704,]  2.820146786  0.9365317021  0.569437958 -0.0948817457 -3.559514e-02
## [705,]  2.664087919  1.7314279239  0.240579534  0.2691152418 -6.872048e-02
## [706,] -0.125608890  0.6326994388 -0.352614634 -0.0511560974  1.268487e-01
## [707,] -1.567333010 -0.3704885078 -0.452586099  0.0200142936  6.753671e-02
## [708,]  0.625883581 -0.4374568075 -1.033419361  0.0467704296  1.854944e-01
## [709,]  6.500561728 -1.7178752292 -0.786286725  0.0290042620 -5.868571e-01
## [710,]  1.219774303 -0.2009822360 -0.008127337 -0.1623433390  1.126652e-01
## [711,] -1.046591561  2.0165980038  0.043864640 -0.0770149978 -6.949917e-02
## [712,]  5.449905342 -2.2910306160 -0.316814389 -0.3513912691 -4.252050e-01
## [713,] -0.001188612  1.4656929954 -0.652029889  0.2166855993  1.187061e-01
## [714,]  1.118102625 -0.1517616989 -0.720239984  0.0106929261  1.330932e-01
## [715,]  0.420564221  2.1688442467  0.906896157 -0.1286017236  6.453208e-02
## [716,]  0.592260830 -0.6424000645 -1.424453346  0.0654174742  1.090592e-01
## [717,]  1.259150920  2.1682161316  0.110938253  0.3212620791  1.446489e-01
## [718,] -1.654667513  0.0505349794 -0.832125869 -0.0312315305 -3.756111e-02
## [719,]  0.043121588  0.1905310894 -0.934356550  0.0519816508  1.192899e-01
## [720,]  1.476170269  0.3950396202 -0.221041133 -0.0277606274  8.184623e-02
## [721,] -1.155391001  0.1769767869  0.305659895 -0.1204343669  2.324286e-02
## [722,]  0.532049460  0.7002460258 -0.675903760  0.0795471848  7.901314e-02
## [723,]  2.325745254 -0.4670188240  2.144535376 -0.2960262983  3.423055e-01
## [724,]  0.652288046 -1.1846991047 -0.276007289 -0.1348261920  1.391903e-01
## [725,]  0.586943861 -0.1785084635  0.012562477 -0.1580332584  1.188311e-01
## [726,] -0.210410105  0.6300666313 -0.469929707 -0.0287217456  7.752697e-02
## [727,]  0.116346884  0.1727023130 -0.181331064 -0.1192693823  1.349575e-01
## [728,]  1.705126160  0.8687617022 -0.336892218  0.1088799508  3.003688e-02
## [729,] -1.845501461  0.7260201719  0.614008435 -0.1334598893 -3.435007e-02
## [730,] -0.249259308  0.3890608348  0.567225479 -0.1743595980  1.045793e-01
## [731,]  0.385543883  1.4629488549  0.513205674 -0.1834791287 -2.508803e-02
## [732,] -0.158308094 -0.1108480389  0.713569279 -0.2202735378  8.522330e-02
## [733,]  1.180639981  2.3529469850  0.907215469 -0.0114620585  2.671027e-02
## [734,]  0.979132814 -0.3460007802 -0.836515003 -0.0322825237  7.618889e-02
## [735,]  0.706941544  0.1478094974  0.212158014 -0.2467428901  7.104955e-03
## [736,]  2.117242011  0.0273790264  1.207241859 -0.3509411340  1.087459e-01
## [737,]  1.854322999  0.8584352077  1.111121765 -0.2754294542  4.902009e-02
## [738,] -2.312112869  0.2434248046  0.526323274 -0.0058423465 -6.523906e-02
## [739,]  4.035208712 -0.9713316041 -0.372631460 -0.0889655313 -1.108698e-01
## [740,] -0.040197901  0.1587073168 -0.278654747 -0.0774089668  1.278666e-01
## [741,]  1.704611751  2.2069234879  0.893422897  0.0106750042 -8.912395e-03
## [742,]  2.220460099  1.8341024069 -0.558955723  0.6710040289  2.873415e-03
## [743,]  1.383609493  0.2796771590 -1.089369849  0.2191379649  1.016909e-01
## [744,]  1.055199228 -0.1586979845 -0.334166846 -0.0258347534  2.055842e-01
## [745,] -1.888911186  0.8715435584  0.683959442 -0.1372882187 -5.823110e-02
## [746,] -0.221411546  0.4951048316 -1.268682930  0.1689320381  1.152311e-01
## [747,]  2.482930352  2.1304273810  0.951441659  0.1055143643  3.153008e-02
## [748,]  3.313533798  0.3442073333 -1.307968410  0.6680368081 -2.692693e-04
## [749,]  0.472035697  1.4310699685  1.501439912 -0.1910659330  3.453296e-01
## [750,]  0.716996531  0.4013799309 -0.286733347 -0.0659149274  9.557239e-02
## [751,]  1.070876340  0.0628353224  0.365967118 -0.2405976564  3.982903e-02
## [752,]  4.702546872 -1.3020699129  0.199000097 -0.2888682161 -2.154424e-01
## [753,] -2.069227729  0.5351395393 -0.971666243  0.0397730155 -3.433332e-02
## [754,] -0.162136842  1.1352842484  0.109628606 -0.1213994091  5.274791e-02
## [755,]  1.933530090  2.4967983841  1.184830036  0.0344240170  6.261807e-02
## [756,]  4.421404316 -0.5138756430 -0.841015220  0.2289391663 -1.964768e-01
## [757,]  3.217259315 -1.1764560345  0.467412961 -0.3168081735  2.948783e-02
## [758,]  0.785673897  0.5986633484 -0.332971828 -0.0202023409  8.657075e-02
## [759,]  0.589098439 -0.2336647114  1.824266130 -0.3141566261  1.801904e-01
## [760,]  2.194199753 -1.2024330607 -0.272668235 -0.2351891198  1.569087e-02
## [761,]  2.556813733 -0.3751148731  0.396445123 -0.2402030220  7.744060e-02
## [762,] -0.944143119 -0.0706238531 -0.347967062 -0.0070644768  1.619877e-01
## [763,]  1.343123450  1.1741337962  0.784170665 -0.2679564772 -6.942890e-02
## [764,]  1.407062140  0.9254665884  0.647336098 -0.2279387230 -8.425923e-03
## [765,] -0.399371130  0.7093790957  1.071812463 -0.2373926211  8.748021e-02
## [766,]  2.035233612  0.2813334991 -1.000592227  0.2375484840  1.141578e-02
## [767,]  0.123420916  0.1754595173 -0.311052854 -0.0616441977  1.315309e-01
## [768,]  2.862633224  0.2735853364 -1.346666101  0.5335429740 -1.188420e-02
## [769,]  4.861682714  1.6031068712  0.904819703  0.2158476690 -3.914065e-01
## [770,]  4.911122677 -2.5739794837  0.071436898 -0.5033980913 -3.846338e-01
## [771,]  2.216947858 -0.9854377022  0.528460735 -0.3291862035  5.223733e-02
## [772,]  4.268268427 -1.9949582556 -0.509046685 -0.2448433206 -1.845897e-01
## [773,] -0.671722340  2.0227789573  0.045153558  0.0276922096  6.333750e-02
## [774,]  1.082772559 -0.7149746277 -1.302116388  0.0446401810  8.928070e-02
## [775,] -0.078164109  1.7365880486 -0.552040761  0.2315202951  8.973639e-02
## [776,]  0.061024132 -0.9329684274 -0.723317859 -0.0321491164  1.761288e-01
## [777,]  4.016487756 -1.3768882773 -1.090876828  0.0680824966 -8.480899e-02
## [778,]  4.444321343 -1.9608039083  0.907077824 -0.5362322509 -2.372185e-01
## [779,]  3.366828225 -0.1112076531  0.059650019 -0.1199319069 -2.216478e-02
## [780,]  1.115372169  0.6549230699 -0.470336606  0.0083447304  9.169765e-03
## [781,] -0.717930669  0.4705044186 -1.023278465  0.0535137219  6.962113e-02
## [782,]  4.068807573 -1.1276988493 -0.363424698 -0.1684993844 -1.968934e-01
## [783,] -1.981488675  1.2122286930 -1.234533089  0.1245937842 -3.173380e-02
## [784,]  1.076413566  0.1746111658 -1.281668231  0.2176967250  9.063457e-02
## [785,] -0.109517260  0.2883310054 -1.095825485  0.0834032922  1.053096e-01
## [786,] -1.351885780  0.0245374762 -0.120170448 -0.0578223301  5.953451e-02
## [787,]  3.020510193 -0.3066248433 -0.522123712  0.0239721058 -4.721606e-02
## [788,]  1.254816418  0.2125480888 -0.233283980 -0.0398799823  1.594759e-01
## [789,]  2.073287069 -0.5063254371 -0.635060571 -0.0504711219  2.931692e-02
## [790,]  0.043729551 -0.3819300410 -0.585480753 -0.0796018853  1.248305e-01
## [791,]  1.025479964 -1.2228733426 -0.776895046 -0.1113893494  9.861365e-02
## [792,]  2.899324501 -0.2471920834  0.071206456 -0.0509127730  1.575842e-01
## [793,]  0.312726432 -0.4349565191 -0.957251112 -0.0096305985  1.290954e-01
## [794,] -0.241229644  1.5628399422 -0.353559140  0.0378935695 -8.871764e-04
## [795,]  1.131647704  0.4873329642  0.189314124 -0.1706429921  5.890079e-02
## [796,] -0.285913633  1.8480178502  0.335097335 -0.0311312490  1.259579e-01
## [797,]  0.050791993 -0.7995844756  0.353317842 -0.1261395638  1.608616e-01
## [798,]  0.541798194  1.2733065062  0.478846717 -0.1946923205 -1.186482e-02
## [799,] -1.060699344 -0.6803050302 -0.027863426 -0.0629718041  5.637563e-02
## [800,]  0.098223491 -0.8012579548 -0.326999892 -0.1353761912  1.256548e-01
## [801,]  2.824315662 -0.3676536464 -1.111708175  0.2028581681  3.318015e-03
## [802,]  3.703005261 -1.8617412876 -0.448842381 -0.2623862342 -1.298165e-01
## [803,] -0.089863563  4.0787584273  1.371019133  0.0823529511 -1.059149e-01
## [804,]  3.055857781 -1.1185293952 -1.743541751  0.2888930625  3.590245e-02
## [805,]  6.325069982 -2.1390041834 -0.299982660 -0.3162086730 -6.065681e-01
## [806,] -1.378241750  1.9071461886 -0.524916542  0.0584650044 -4.335536e-02
## [807,]  3.200822916  0.9865542579  0.282994333  0.0659190591 -1.256159e-01
## [808,] -0.499496031  0.3204239588 -0.019511903 -0.1939360141 -2.441626e-02
## [809,]  0.572691595  0.1669465278 -0.528973442 -0.0064961634  1.506168e-01
## [810,]  0.903261622  0.5472874036 -1.199555443  0.2661801002  1.076545e-01
## [811,]  2.092370250  0.5869373213  0.295662872 -0.1606293882 -3.312507e-02
## [812,]  0.189576676  0.4908199672 -1.219695545  0.1754127404  8.663807e-02
## [813,]  7.128640027 -0.8487483994 -0.131119349  0.0838859888 -7.876603e-01
## [814,]  4.023984809  1.5048368624  0.546387386  0.3650109544  4.210139e-02
## [815,]  0.386640824  1.4471734676 -0.573623869  0.2216482748  1.557142e-01
## [816,]  1.725737896 -0.1088847946 -0.360773888 -0.0712386236  6.417022e-02
## [817,] -1.182814898  0.1792830147  0.180838238 -0.1213676114  1.462972e-02
## [818,] -0.163795674 -1.1063554986 -0.120402441 -0.1241042151  9.792396e-02
## [819,]  0.557234723  0.0172017415 -1.031624981  0.0418819033  7.105651e-02
## [820,] -0.182659382  1.0757226041 -0.402879404 -0.0204285432  5.674562e-02
## [821,]  3.583478279 -1.6899708921 -0.951924786 -0.1163364785 -1.093537e-01
## [822,]  1.910119251 -0.6064039928 -0.490212104 -0.0784447905  1.252978e-01
## [823,] -1.397373734 -0.2639991535 -1.979248612  0.1339430559  2.908614e-02
## [824,]  1.101607493 -0.3538016155 -0.203010146 -0.1699770423  1.019490e-01
## [825,]  1.296895247 -0.6350849159 -0.438854665 -0.1469059664  8.783162e-02
## [826,] -1.624535758 -0.5829764969 -0.246047478 -0.0097245055  8.372423e-03
## [827,] -2.265215919  0.3152635224 -1.352610367  0.0568379951 -8.469915e-02
## [828,] -1.315583784 -0.2063808440  0.243957243  0.0378750152  1.796577e-01
## [829,]  0.065097974 -0.0245404733  0.650606584 -0.2343777743  1.706557e-01
## [830,]  2.718592225  3.0172088681  1.258843034  0.2245082219 -1.908658e-01
## [831,]  2.054303867 -0.7815448162 -0.477542836 -0.1020326730  8.269682e-02
## [832,] -2.671785399 -0.8860955956  1.814569009  0.3260744296 -1.509373e-01
## [833,]  0.029936306 -0.1080932213  0.148698978 -0.0902026445  1.974883e-01
## [834,] -0.528461107 -0.9279209773  0.382701127 -0.0093487018  2.039192e-01
## [835,]  3.204017996  0.3431623084 -0.131661479  0.0310459754 -1.132808e-01
## [836,]  0.617939396  1.6648420463  0.049672145  0.0703864526  1.016616e-01
## [837,]  7.478838503  4.6084239850  2.786821218  1.7117961237  1.777830e-01
## [838,]  2.935991790 -0.8586480163 -0.855046788  0.0062607281  2.816553e-02
## [839,]  0.021478631 -1.6943308630  0.433637552 -0.0645776154  1.496527e-01
## [840,] -1.184122709 -0.2796335497  1.067135374 -0.0907444057  4.090532e-02
## [841,] -2.420897440 -0.4895949928 -0.464780791  0.0863063832 -7.632603e-02
## [842,]  0.234480252 -1.0515465779 -0.249867564 -0.0915547935  1.883700e-01
## [843,]  0.958255234 -0.0526758532  0.306633329 -0.1715705023  2.158155e-01
## [844,]  0.573301415 -0.0167485912  0.259240027 -0.2040590055  7.813753e-02
## [845,]  0.572330322 -1.2000557253 -1.206640491  0.0219823709  2.286811e-01
## [846,]  3.392116991 -0.5649884310 -0.317478006 -0.0800202878 -6.596865e-02
## [847,] -0.709670912 -0.5341418075 -0.369178452 -0.0654256043  1.072618e-01
## [848,]  4.112407819 -1.3455515602 -0.559149978 -0.0979444031 -9.835131e-02
## [849,]  0.427507362 -1.2419514881  0.527774229 -0.2163564425  8.286405e-02
## [850,]  0.617557725 -1.7705697351  0.930499182 -0.1072028092  1.971960e-01
## [851,]  1.382815359  1.4737802462 -0.084344705  0.1437667167  5.247978e-02
## [852,] -0.645388855  0.4577870637 -0.470332981 -0.0724227443  3.431532e-02
## [853,] -0.542322280  1.1913650941 -0.950601166  0.1183870834 -8.755883e-03
## [854,]  2.326113044  0.5438417732  0.113141789 -0.1012802150 -5.015120e-02
## [855,] -0.343909483  1.5437253319 -0.220339967  0.0220146665  8.966890e-02
## [856,]  5.414001215  0.6391349186  1.198965915 -0.1085215706 -3.016960e-01
## [857,]  3.587816203 -2.1622561606 -0.445907188 -0.2518693125  2.721453e-02
## [858,]  1.681821607 -0.2770791479  0.757250968 -0.3972231561 -5.681602e-02
## [859,] -1.249942414  0.9264542697 -1.237925098  0.1378456103  7.185088e-02
## [860,]  2.737685113  0.0184916365  0.293758065 -0.1995402410 -4.984736e-02
## [861,]  3.882801770 -1.2834566093 -0.550525296 -0.1665778687 -2.033866e-01
## [862,] -2.155503662 -0.9393334059  1.507059258  0.2001386362 -7.977326e-02
## [863,]  0.884724832 -1.2187409702 -1.188077790 -0.0258470085  1.222022e-01
## [864,] -0.652786245  2.1473360767  0.326661676 -0.0666758138  1.064489e-02
## [865,]  2.522405849  0.4638429397  0.591338138 -0.2263605746 -6.524003e-02
## [866,]  3.430659622 -1.3878598020 -0.620608681 -0.1253179339 -2.581287e-02
## [867,]  6.581184302 -1.3714253092 -0.457017820 -0.0410182529 -7.011548e-01
## [868,] -0.795440846  1.1074294697 -1.159815672  0.1790095059  4.685186e-02
## [869,]  2.959869739 -0.7320951853 -1.193850364  0.1691372325  1.682996e-02
## [870,]  0.001651026  1.4999650779 -0.116468844  0.0396050550  1.478251e-01
## [871,]  4.637884578 -1.0400734583 -1.431767729  0.3018311369 -3.061388e-01
## [872,]  1.151884499  0.3644192369 -0.444814380 -0.0335238105  4.708675e-02
## [873,] -1.198065694 -0.5103024977  0.321292173 -0.0625505198  9.596510e-02
## [874,]  0.665281891 -0.0299886254  0.210568883 -0.1752842795  1.189726e-01
## [875,]  0.705842816 -1.1344838225 -1.205773584 -0.0327077810  1.322402e-01
## [876,]  0.397096262  0.7072488556 -1.336343644  0.2817048595  9.345315e-02
## [877,]  2.149179698  0.8763308953 -0.135660001  0.1332882190  9.458626e-02
## [878,]  2.158994580 -0.3743275358  0.274431129 -0.2341173724  8.626186e-02
## [879,]  3.562259367 -0.6601107849 -0.951055122  0.1361731133 -9.816147e-02
## [880,]  0.253963537  1.7514262818  0.098087318  0.0536367387  1.047631e-01
## [881,]  6.043016652 -4.4631798598  2.732392233 -0.3752573870 -3.958143e-02
## [882,]  3.440207831  0.6667288929  0.551535767 -0.1254045333 -1.791975e-01
## [883,]  1.306786105  0.0128444377  0.178318126 -0.2019034908  6.067062e-02
## [884,]  4.060524502 -1.6715639312 -0.677635973 -0.1840141349 -2.025094e-01
## [885,]  1.337817949 -0.4003536850 -0.584494890 -0.0797344788  9.510209e-02
## [886,] -1.748576448  1.3934414850  0.443765369 -0.2026542951 -1.248194e-01
## [887,]  2.648973008 -1.7798932382 -0.432113384 -0.2304677890  1.852582e-02
## [888,]  0.676346417  0.6800443203 -0.722675649  0.1108499303  9.491179e-02
## [889,] -1.106787095 -0.5383171045  0.538959657 -0.0590133379  1.022187e-01
## [890,]  0.061387145  2.2033824097  1.050057001 -0.2312420834  5.225147e-02
## [891,]  0.315353248  0.9473289880 -0.401645239  0.0439176638  9.663179e-02
## [892,]  0.889175659 -1.2048764620 -0.538703325 -0.1711923468  5.891116e-02
## [893,]  3.631705071  1.5765735575  0.964421326 -0.0035674372 -1.965903e-01
## [894,]  4.911081171 -0.7927203130 -0.081677975 -0.1703730354 -3.981504e-01
## [895,]  1.770735545  0.9053032688  0.916394986 -0.2421238514  5.434146e-02
## [896,] -0.114564832  0.6942593928  0.129841786 -0.1877050250 -6.606064e-03
## [897,]  0.273425113  0.9534036730  0.696102083 -0.2166830160  1.077767e-01
## [898,]  0.682071808 -1.3074715904  0.091681470 -0.0667781298  2.627793e-01
## [899,]  0.648049242  0.9787039606  0.091362683 -0.0805587589  7.798299e-02
## [900,]  0.487283856  2.1069448641 -0.191834014  0.2657459066  6.281299e-02
##                  PC6           PC7
##   [1,] -1.305046e-02  3.705580e-03
##   [2,] -1.380135e-02  5.668952e-03
##   [3,]  4.339440e-02  7.204504e-03
##   [4,] -4.226070e-02  1.337909e-02
##   [5,]  5.243930e-02  6.945311e-03
##   [6,] -3.884966e-02 -8.369549e-03
##   [7,] -5.880875e-02 -8.687680e-03
##   [8,]  3.115537e-02 -2.543010e-02
##   [9,] -8.258097e-02 -1.159409e-02
##  [10,]  6.607401e-02 -3.387407e-02
##  [11,]  1.075229e-02  4.964939e-03
##  [12,] -5.084127e-02 -1.408029e-02
##  [13,] -3.862778e-02 -8.098964e-03
##  [14,]  9.470629e-02  1.889423e-03
##  [15,]  5.094403e-03  3.294537e-03
##  [16,] -1.602883e-01  9.652409e-03
##  [17,]  6.687772e-03 -1.161229e-03
##  [18,]  3.247134e-02 -2.347041e-02
##  [19,] -5.956187e-02 -1.970038e-02
##  [20,]  4.989608e-02 -1.123040e-02
##  [21,] -2.116256e-02  1.533124e-02
##  [22,] -1.962487e-02 -1.401069e-02
##  [23,]  6.781869e-02 -2.566727e-02
##  [24,]  1.493954e-01  1.588188e-02
##  [25,]  1.049483e-01 -3.481568e-02
##  [26,]  2.686192e-02 -2.959011e-03
##  [27,]  7.986630e-02 -1.062828e-02
##  [28,] -1.162557e-02  7.378148e-03
##  [29,]  1.102665e-01  3.769008e-03
##  [30,] -2.167916e-02 -2.716843e-02
##  [31,]  3.425868e-02 -7.848917e-03
##  [32,] -1.022136e-01 -3.045854e-03
##  [33,] -5.710045e-03  1.861328e-02
##  [34,] -2.615960e-02 -2.745236e-03
##  [35,]  7.851701e-02  7.146069e-02
##  [36,] -1.542483e-02  1.870540e-02
##  [37,] -2.289061e-02  2.414915e-02
##  [38,] -1.839574e-02  1.538568e-02
##  [39,]  2.170918e-02  4.050695e-03
##  [40,] -2.881798e-03 -2.140447e-03
##  [41,] -5.876135e-03  2.399087e-02
##  [42,]  2.795667e-02 -4.070663e-03
##  [43,] -2.727522e-02  2.502825e-02
##  [44,]  1.328721e-01  1.012374e-02
##  [45,]  4.032374e-02  1.140000e-02
##  [46,] -4.710934e-02  4.051519e-02
##  [47,]  3.132487e-02 -1.680375e-02
##  [48,] -8.867703e-02  1.598354e-02
##  [49,] -7.075977e-02 -8.901403e-03
##  [50,] -2.068427e-02  9.395232e-03
##  [51,] -3.394668e-02 -1.157340e-02
##  [52,]  4.802836e-02 -1.381209e-02
##  [53,]  7.759624e-02 -9.481801e-03
##  [54,] -9.984824e-02  1.289258e-02
##  [55,]  6.538634e-02  4.887399e-04
##  [56,] -2.223638e-02 -6.905357e-03
##  [57,] -3.263403e-02  2.077346e-02
##  [58,] -6.969321e-02  1.226081e-02
##  [59,]  2.268173e-02  2.950632e-02
##  [60,] -1.553755e-01 -1.548146e-02
##  [61,]  1.301760e-02 -7.344641e-03
##  [62,] -5.939980e-02 -1.331370e-02
##  [63,]  3.462815e-02  1.200864e-02
##  [64,]  2.597098e-02  6.049250e-03
##  [65,]  9.390766e-04  4.890195e-03
##  [66,] -4.945862e-02  2.024108e-02
##  [67,] -1.214456e-02 -5.960944e-03
##  [68,]  7.609109e-02 -3.490259e-03
##  [69,] -6.009040e-02  1.416359e-02
##  [70,] -2.900845e-02  1.146966e-02
##  [71,]  2.103269e-02  4.368345e-03
##  [72,] -8.551007e-02  3.327615e-02
##  [73,] -5.386398e-02  1.732691e-02
##  [74,] -3.011240e-02  1.725945e-02
##  [75,] -1.603688e-02 -1.376885e-03
##  [76,] -3.342179e-02 -2.081641e-03
##  [77,]  7.659927e-04  8.336837e-03
##  [78,] -6.895178e-02 -8.001744e-03
##  [79,]  5.882806e-02 -2.054222e-02
##  [80,] -5.693451e-02 -1.552880e-02
##  [81,] -2.544822e-02 -9.114995e-03
##  [82,] -7.977802e-02  1.407098e-02
##  [83,] -7.546534e-02  1.035793e-02
##  [84,]  1.157676e-01 -3.932159e-03
##  [85,]  8.939525e-03  1.497166e-03
##  [86,] -4.104482e-01 -1.336675e-01
##  [87,]  8.228401e-02 -3.180517e-02
##  [88,] -4.320030e-02 -1.625382e-02
##  [89,] -1.180259e-01 -1.443598e-02
##  [90,] -3.642309e-02 -1.809321e-03
##  [91,] -8.627475e-03 -2.101958e-02
##  [92,] -1.469164e-02 -4.124932e-03
##  [93,]  5.716621e-02 -1.037116e-02
##  [94,]  2.549845e-02 -2.636470e-02
##  [95,] -9.250134e-02 -1.989364e-03
##  [96,] -9.505067e-02  7.924663e-04
##  [97,]  8.831594e-02 -2.628486e-02
##  [98,]  5.184209e-02 -3.125202e-02
##  [99,] -3.999704e-02 -5.315083e-03
## [100,]  1.266686e-01 -1.751255e-02
## [101,]  3.810370e-02 -1.097105e-02
## [102,] -1.363215e-02 -4.125820e-03
## [103,]  5.715555e-02 -5.963899e-03
## [104,] -9.005894e-02  3.043419e-02
## [105,] -2.173173e-02 -3.231499e-03
## [106,] -4.955713e-02 -1.362306e-02
## [107,]  3.995076e-02  4.040097e-02
## [108,]  9.901178e-03  9.963467e-03
## [109,]  2.749049e-02 -9.234332e-03
## [110,]  2.260807e-02  1.671789e-03
## [111,] -1.213475e-01  7.975182e-02
## [112,] -1.530990e-01  3.339131e-02
## [113,]  9.681665e-04 -2.666694e-02
## [114,] -1.353885e-02 -5.142499e-03
## [115,] -4.181444e-02  8.614453e-03
## [116,]  1.179973e-02  9.554719e-03
## [117,] -7.622638e-02  2.829297e-02
## [118,]  5.030571e-02 -4.706132e-03
## [119,] -7.533424e-02  7.305741e-03
## [120,]  4.352517e-02 -7.997097e-03
## [121,] -1.904474e-02  2.261069e-02
## [122,] -4.908308e-02  1.985807e-02
## [123,]  1.182225e-02 -6.697067e-04
## [124,] -5.311127e-02  6.307122e-03
## [125,] -1.391807e-02  1.426678e-02
## [126,] -2.528742e-03 -6.964939e-03
## [127,]  1.028838e-01  9.623549e-04
## [128,]  2.904198e-02  9.624181e-03
## [129,] -6.009542e-02  9.974422e-03
## [130,]  1.069387e-01 -5.344041e-03
## [131,]  2.828788e-02  6.879511e-03
## [132,]  5.207184e-02 -2.527112e-02
## [133,] -3.644313e-02 -3.133651e-03
## [134,] -2.840565e-02  2.700877e-03
## [135,] -4.423889e-02 -9.018549e-04
## [136,] -3.425181e-03 -8.164788e-03
## [137,]  8.126629e-02 -2.413258e-02
## [138,] -3.245244e-02  9.291076e-03
## [139,] -9.196384e-02  6.128149e-03
## [140,]  8.808739e-02 -3.382371e-02
## [141,]  7.052763e-03  2.870817e-03
## [142,] -7.582849e-02  3.503549e-03
## [143,]  1.836139e-02  1.089581e-02
## [144,] -3.823066e-03 -2.435080e-02
## [145,] -4.253755e-02 -4.977903e-03
## [146,]  2.218152e-03  2.076762e-03
## [147,]  2.730329e-02 -4.243259e-03
## [148,] -3.667070e-02 -5.845045e-03
## [149,] -9.680435e-02 -1.407265e-02
## [150,]  3.236836e-03  3.714830e-03
## [151,] -1.176168e-01  3.578087e-02
## [152,] -7.196429e-03 -1.883677e-02
## [153,]  2.976681e-02 -1.981084e-02
## [154,]  6.572551e-02  5.760128e-03
## [155,]  1.978505e-02  4.653296e-03
## [156,]  3.004502e-02 -4.027661e-03
## [157,]  1.188879e-01  4.903863e-02
## [158,] -4.571587e-02 -2.768256e-03
## [159,] -6.527187e-02  3.037910e-02
## [160,] -9.981038e-02  1.667405e-02
## [161,] -3.786375e-02 -8.250178e-03
## [162,] -2.823142e-02  1.955294e-02
## [163,] -8.301665e-03  4.370816e-03
## [164,] -2.060659e-02  2.793127e-02
## [165,] -2.480066e-02  2.488379e-02
## [166,] -5.095233e-02  1.041546e-02
## [167,] -9.160375e-02  1.088846e-02
## [168,] -7.354513e-02  1.886180e-02
## [169,]  5.522905e-02 -9.321533e-03
## [170,] -8.319094e-02  3.475155e-03
## [171,]  5.150621e-03  3.179315e-02
## [172,] -5.094853e-02  2.059129e-02
## [173,]  9.938108e-03 -2.146668e-02
## [174,] -4.279758e-02  4.004412e-02
## [175,] -2.796905e-02 -1.541285e-02
## [176,] -6.281462e-02 -1.143673e-02
## [177,] -6.268828e-03  7.957616e-03
## [178,]  1.473620e-02 -1.226385e-02
## [179,] -9.256733e-03  1.626830e-02
## [180,] -3.380569e-02 -2.330723e-02
## [181,]  2.745254e-02 -1.148269e-02
## [182,] -2.341733e-02 -2.580334e-02
## [183,]  4.731000e-02 -2.304803e-02
## [184,] -7.603237e-02  3.072733e-04
## [185,]  1.186653e-01 -4.623114e-02
## [186,] -6.567484e-02 -1.225873e-02
## [187,] -1.361647e-01 -1.923077e-02
## [188,]  4.263672e-02 -1.852206e-02
## [189,]  2.983705e-02 -1.735997e-02
## [190,]  3.799715e-02 -2.716523e-02
## [191,]  7.733881e-02 -4.358820e-02
## [192,]  1.136028e-01 -3.460655e-02
## [193,]  8.191894e-03  3.086635e-02
## [194,]  6.636121e-02 -1.735669e-02
## [195,] -1.810246e-03 -2.383774e-02
## [196,]  4.914949e-02 -2.222243e-02
## [197,]  6.431175e-02 -3.488324e-02
## [198,]  1.944319e-01 -8.929919e-03
## [199,] -8.663229e-03 -9.788848e-03
## [200,]  6.853108e-02 -3.688717e-02
## [201,]  5.214623e-02 -3.092332e-02
## [202,]  6.425067e-02 -1.639953e-02
## [203,]  3.750861e-02 -2.920621e-02
## [204,]  4.820407e-02 -3.973291e-02
## [205,]  9.045188e-03 -1.187117e-02
## [206,]  5.776172e-02 -2.420623e-02
## [207,] -7.268307e-02 -1.587033e-02
## [208,] -2.070685e-02 -5.198566e-03
## [209,] -3.988940e-02 -2.086515e-03
## [210,]  1.913480e-03 -3.231450e-02
## [211,] -2.058686e-03  5.906007e-03
## [212,] -1.483160e-02  3.364057e-03
## [213,] -8.842459e-03 -1.736461e-02
## [214,]  7.633978e-03 -1.401243e-02
## [215,] -7.335817e-02 -1.139386e-02
## [216,]  4.978494e-02 -1.326267e-02
## [217,] -9.946406e-03 -7.258118e-03
## [218,] -6.810657e-02  3.671676e-02
## [219,] -4.794226e-02  2.356283e-02
## [220,] -3.382547e-02  1.624783e-02
## [221,] -1.108915e-01  2.841823e-02
## [222,] -5.607170e-02  2.956285e-02
## [223,]  3.377021e-02  1.815299e-02
## [224,]  5.835011e-02 -5.937085e-03
## [225,]  4.012337e-02 -3.448104e-02
## [226,]  4.306333e-02 -2.002621e-02
## [227,]  1.591740e-02  5.410585e-03
## [228,] -6.291131e-03 -9.851131e-03
## [229,]  5.194255e-02  5.951512e-03
## [230,]  4.899305e-02 -4.094253e-02
## [231,] -2.775345e-02 -1.157568e-02
## [232,]  1.878368e-02  2.999866e-02
## [233,]  3.615130e-02 -8.144418e-03
## [234,] -1.341844e-01  2.758724e-03
## [235,] -2.540987e-02 -8.614121e-03
## [236,]  3.222009e-02  3.264055e-03
## [237,]  5.824529e-02 -5.891519e-04
## [238,] -2.989424e-02 -9.079348e-03
## [239,] -9.626682e-02  1.653226e-02
## [240,] -7.342492e-02 -6.934736e-03
## [241,] -3.949093e-02 -1.261990e-02
## [242,] -1.115220e-01  1.545075e-03
## [243,] -2.781519e-02  2.547915e-03
## [244,] -1.158920e-02 -1.731025e-02
## [245,]  8.127628e-02 -2.053444e-02
## [246,] -2.491170e-02  5.727209e-04
## [247,] -1.432164e-01  3.634072e-02
## [248,]  2.024759e-02 -1.455364e-02
## [249,] -3.219267e-02  1.263842e-02
## [250,] -1.596482e-02 -1.164824e-02
## [251,] -4.087256e-02  2.715660e-02
## [252,]  2.976474e-02  2.050724e-02
## [253,] -1.040384e-01 -1.338012e-02
## [254,] -3.373358e-03  1.925881e-02
## [255,]  1.110244e-02 -2.855521e-02
## [256,] -4.861246e-02 -2.271091e-02
## [257,] -5.653695e-03 -2.490767e-02
## [258,] -1.627446e-02 -3.061980e-02
## [259,]  3.084510e-02  2.233904e-03
## [260,] -3.360864e-02 -3.881447e-02
## [261,]  9.955019e-03 -4.415846e-04
## [262,] -1.802849e-02 -1.816939e-02
## [263,] -2.384574e-02 -1.228377e-02
## [264,] -4.210927e-02 -2.799939e-02
## [265,] -1.863974e-02 -8.266152e-03
## [266,]  4.788016e-02 -1.181955e-02
## [267,]  1.516395e-02 -2.358128e-02
## [268,] -2.303972e-02  3.707232e-03
## [269,]  4.372194e-03 -1.729800e-02
## [270,]  8.329138e-02 -3.040828e-02
## [271,]  2.098864e-03 -5.560176e-03
## [272,]  1.024911e-01 -6.873522e-03
## [273,]  9.470591e-02 -3.087653e-02
## [274,]  4.078873e-02 -2.602060e-02
## [275,] -1.211310e-01  3.704337e-02
## [276,] -6.122251e-02  1.879377e-02
## [277,] -3.142130e-02  1.337245e-02
## [278,] -5.923927e-03 -2.905538e-02
## [279,] -9.119792e-02  2.301598e-02
## [280,]  3.878504e-02 -2.329986e-02
## [281,]  2.717897e-02 -1.283761e-02
## [282,]  1.205959e-02  2.723409e-02
## [283,]  1.064776e-02 -8.107973e-03
## [284,]  3.973658e-02 -9.301607e-03
## [285,]  4.306596e-02 -2.185704e-02
## [286,] -1.790248e-02  4.933436e-03
## [287,]  2.061337e-02 -5.388410e-03
## [288,] -5.070517e-03  1.838142e-02
## [289,]  6.367721e-02 -2.243344e-02
## [290,]  3.169961e-02 -1.658030e-02
## [291,] -5.255887e-01 -7.902613e-02
## [292,]  5.325492e-02 -1.324759e-02
## [293,]  8.429171e-04 -1.059597e-02
## [294,] -9.042977e-03  2.338886e-02
## [295,]  5.611946e-02 -2.226668e-02
## [296,]  8.935759e-02 -3.789600e-02
## [297,]  5.196510e-03  2.040140e-02
## [298,]  2.661537e-02  1.299429e-02
## [299,]  7.844628e-02 -3.402161e-02
## [300,] -7.937638e-02 -7.854313e-03
## [301,]  8.934031e-02 -3.203644e-02
## [302,]  4.478566e-02 -1.772155e-02
## [303,]  1.503144e-03 -5.781472e-03
## [304,]  4.468434e-02 -1.994271e-02
## [305,] -1.444776e-02 -9.258725e-03
## [306,]  3.266287e-02 -1.312671e-02
## [307,]  4.449537e-02 -1.421845e-02
## [308,] -1.667589e-02 -4.460910e-02
## [309,]  4.559444e-02 -3.348401e-02
## [310,]  8.769639e-03  1.959474e-02
## [311,]  5.537557e-03 -2.881620e-02
## [312,] -5.598892e-02 -2.903252e-02
## [313,]  6.516715e-02 -3.589891e-02
## [314,] -1.097760e-01 -2.382184e-02
## [315,]  5.441198e-02 -2.715990e-02
## [316,] -1.827313e-02 -2.719656e-02
## [317,]  1.421253e-01  1.543994e-02
## [318,] -6.486160e-02 -1.234024e-02
## [319,]  1.084714e-01 -2.388245e-02
## [320,] -1.318672e-03 -1.891460e-02
## [321,] -4.237604e-04 -8.087988e-03
## [322,] -1.964809e-02 -3.826582e-03
## [323,] -6.375715e-02  2.712772e-03
## [324,]  1.636916e-02 -8.759638e-03
## [325,]  3.469358e-02 -2.478040e-02
## [326,] -1.292544e-01 -1.565656e-02
## [327,]  1.197547e-02 -9.103091e-03
## [328,] -1.703018e-03 -5.445395e-03
## [329,] -2.810481e-03 -1.950622e-02
## [330,]  1.929842e-02 -2.296410e-02
## [331,] -8.957976e-03  4.512826e-03
## [332,] -8.430456e-03 -7.878464e-03
## [333,] -6.791756e-02  5.443004e-03
## [334,]  5.485757e-05 -1.770878e-02
## [335,]  5.922094e-02  3.039140e-02
## [336,] -8.717300e-02 -3.225441e-03
## [337,]  5.732057e-02 -3.382474e-02
## [338,] -2.753623e-02  2.518285e-02
## [339,]  4.529895e-03 -8.844414e-03
## [340,] -6.718482e-02  1.076175e-03
## [341,] -9.062457e-02 -5.606991e-03
## [342,] -4.344456e-02  1.585575e-02
## [343,]  4.231064e-02 -2.009544e-02
## [344,] -7.312399e-02  1.969435e-02
## [345,]  3.324599e-02 -2.547209e-02
## [346,]  4.462305e-02 -1.361163e-02
## [347,] -3.481320e-02 -1.357264e-02
## [348,]  1.172692e-02 -1.035366e-02
## [349,] -6.239153e-03 -1.942829e-02
## [350,]  2.159999e-02  2.468845e-02
## [351,] -3.944234e-02 -2.032160e-02
## [352,]  5.464044e-02 -2.763097e-02
## [353,] -2.131352e-02 -1.169009e-02
## [354,] -6.061238e-02 -1.892995e-02
## [355,]  3.449790e-02 -2.421946e-02
## [356,]  4.755879e-02 -1.246536e-02
## [357,]  8.975673e-02  1.309212e-02
## [358,] -1.895646e-02 -3.739337e-03
## [359,]  1.973042e-02 -1.758359e-03
## [360,]  1.045968e-02 -2.609894e-02
## [361,] -1.172078e-01  2.675807e-02
## [362,]  3.995938e-03 -1.269177e-02
## [363,]  2.330959e-02 -2.938308e-02
## [364,]  8.364009e-02 -3.505539e-02
## [365,]  6.604191e-02 -2.797595e-02
## [366,] -3.444594e-02 -1.198460e-02
## [367,]  4.593981e-02 -1.601105e-02
## [368,]  8.785269e-03 -2.394938e-02
## [369,]  7.295484e-02 -2.255623e-02
## [370,] -1.834770e-02  2.112017e-04
## [371,] -1.226637e-01 -1.922228e-02
## [372,]  4.915359e-02 -1.679312e-02
## [373,]  1.460226e-01 -1.702417e-02
## [374,]  5.383904e-02 -1.659748e-02
## [375,]  1.667866e-03 -2.267278e-02
## [376,]  6.513028e-02  1.580941e-02
## [377,]  6.583951e-02 -2.055080e-02
## [378,] -7.286524e-02 -2.009999e-02
## [379,]  3.642935e-02 -8.837777e-03
## [380,]  4.388146e-02 -1.332558e-02
## [381,]  4.583036e-02 -3.788014e-03
## [382,] -1.205851e-01  1.824974e-04
## [383,] -2.043642e-01  3.059376e-03
## [384,]  1.966507e-02 -8.760437e-03
## [385,]  2.817111e-02 -1.373656e-02
## [386,] -4.430853e-02 -1.279818e-02
## [387,] -2.227468e-02  3.773144e-03
## [388,] -7.780792e-02  2.079458e-02
## [389,] -8.731906e-02  1.872110e-02
## [390,] -2.701616e-03 -9.058951e-03
## [391,] -7.874709e-02  2.178274e-02
## [392,]  2.063922e-02 -3.834417e-03
## [393,] -3.506351e-02 -1.064463e-02
## [394,] -2.792589e-02  2.204467e-02
## [395,]  3.009443e-02  4.379231e-03
## [396,] -1.464340e-01 -9.740828e-03
## [397,]  4.093236e-02 -1.667947e-02
## [398,] -6.415139e-03  2.954520e-03
## [399,]  2.033298e-02  1.030209e-02
## [400,]  5.657761e-02 -3.592592e-02
## [401,] -4.173463e-02 -2.095355e-02
## [402,] -7.175314e-02 -1.305975e-02
## [403,]  2.157878e-02 -2.972411e-02
## [404,]  7.993595e-02 -2.063553e-02
## [405,]  7.452630e-02 -2.970063e-02
## [406,] -4.557970e-02 -6.187540e-03
## [407,]  3.040808e-02 -3.082742e-02
## [408,]  6.091801e-02 -2.139166e-02
## [409,]  4.358519e-02 -1.631171e-02
## [410,]  2.577014e-02 -2.138434e-02
## [411,] -5.314561e-02  2.099455e-03
## [412,]  5.889730e-02 -4.172288e-02
## [413,]  1.309635e-02 -1.613585e-02
## [414,] -2.548166e-02 -2.123923e-02
## [415,] -9.706507e-02 -3.052070e-02
## [416,]  2.493661e-02 -2.935081e-02
## [417,] -1.562157e-01 -1.022024e-02
## [418,] -4.480640e-02 -2.662977e-02
## [419,]  4.188568e-02 -2.161569e-02
## [420,]  2.751595e-02 -1.463568e-02
## [421,]  1.335463e-01 -3.195658e-02
## [422,]  7.948759e-02 -3.263642e-02
## [423,] -9.155739e-02 -1.585661e-02
## [424,] -7.712689e-02 -1.118095e-02
## [425,] -1.515805e-02 -2.869082e-02
## [426,]  9.759892e-02 -4.342317e-02
## [427,]  2.147979e-02 -1.918334e-02
## [428,] -4.570837e-02 -2.411553e-02
## [429,] -3.523481e-02 -2.363829e-02
## [430,]  6.534296e-03 -1.523696e-02
## [431,]  3.367204e-02 -2.489446e-02
## [432,]  1.354388e-02 -9.804916e-03
## [433,]  4.167675e-03 -1.336450e-02
## [434,]  3.157463e-02 -1.741674e-02
## [435,]  2.360547e-02 -1.258768e-02
## [436,] -1.556700e-01 -1.102114e-02
## [437,] -1.749771e-02 -7.154075e-03
## [438,]  3.067736e-02  4.061123e-03
## [439,]  8.188946e-02 -2.759892e-02
## [440,]  8.182420e-02  1.386748e-02
## [441,] -6.158976e-03 -1.942726e-02
## [442,]  1.576399e-02  4.002681e-03
## [443,] -5.361434e-02  2.854379e-02
## [444,] -4.401900e-02  3.117713e-02
## [445,] -9.327783e-03  1.885834e-02
## [446,] -5.995995e-02  3.078928e-02
## [447,] -8.633717e-03  3.030957e-02
## [448,] -9.595708e-02  4.222268e-02
## [449,] -8.978779e-02  5.984673e-02
## [450,] -3.884030e-02  2.795727e-02
## [451,]  6.993394e-02  4.911900e-02
## [452,] -5.279140e-02  2.072593e-02
## [453,] -3.843851e-03  2.634655e-02
## [454,]  3.209764e-02 -2.437700e-02
## [455,] -2.003318e-02 -6.440793e-03
## [456,]  2.724117e-02 -3.285207e-02
## [457,]  7.615094e-02  7.496745e-03
## [458,]  7.937549e-02  1.929163e-02
## [459,]  5.147183e-02  1.737547e-02
## [460,] -2.175016e-02  2.809893e-02
## [461,]  6.679650e-02  7.336607e-03
## [462,] -8.156120e-02  9.932323e-02
## [463,]  1.553722e-01  1.850342e-02
## [464,] -8.406900e-02 -2.526238e-02
## [465,]  1.521653e-01  4.073309e-02
## [466,]  1.792701e-03 -1.646516e-02
## [467,]  1.305105e-01  5.588650e-02
## [468,]  5.691072e-02 -1.440157e-02
## [469,] -3.661278e-02  2.224555e-02
## [470,] -1.057794e-01  4.115361e-02
## [471,]  9.632204e-03 -1.568497e-02
## [472,]  4.133028e-02 -3.155077e-02
## [473,]  1.816903e-02 -5.585339e-03
## [474,]  3.942550e-03  2.871908e-02
## [475,]  4.260180e-02  9.156685e-03
## [476,] -2.919321e-02  2.497638e-03
## [477,]  2.443792e-02  1.120017e-02
## [478,]  8.471246e-03 -3.316703e-03
## [479,]  1.287217e-01  1.138329e-03
## [480,] -3.892699e-01 -8.194537e-02
## [481,]  8.478896e-02  2.390226e-02
## [482,]  1.824045e-03  9.765325e-03
## [483,] -3.425556e-02 -7.575959e-03
## [484,]  5.918090e-02  2.286408e-02
## [485,] -1.672021e-01  5.425045e-02
## [486,] -2.431188e-02  8.835963e-03
## [487,] -4.762397e-02  2.588569e-03
## [488,] -7.680873e-01 -3.420300e-01
## [489,]  3.481369e-02  1.225840e-02
## [490,]  5.765335e-02  1.596150e-02
## [491,] -9.880977e-03 -1.709836e-02
## [492,]  6.724151e-03  2.624890e-03
## [493,]  4.530102e-03  6.196923e-03
## [494,] -9.459442e-03 -7.561418e-03
## [495,]  6.608104e-02 -2.451011e-02
## [496,]  2.546614e-02  3.020876e-03
## [497,]  1.248742e-01 -6.900231e-03
## [498,] -1.703173e-02  5.079504e-03
## [499,]  1.741985e-01 -4.779138e-02
## [500,]  1.620287e-02  1.437443e-02
## [501,]  8.424393e-02 -2.271374e-02
## [502,]  2.904527e-02  1.645722e-02
## [503,] -3.970448e-02  8.872795e-05
## [504,]  5.232595e-02  1.824072e-02
## [505,]  1.166495e-01  2.852012e-02
## [506,]  8.888454e-02  1.021052e-02
## [507,]  1.724666e-01 -2.273148e-01
## [508,] -7.767583e-02 -4.519646e-02
## [509,]  1.854189e-01  3.967513e-02
## [510,] -5.516226e-03  9.195762e-02
## [511,]  5.508771e-02  2.395899e-02
## [512,] -2.460242e-02  4.972795e-02
## [513,] -3.802705e-02  1.724858e-02
## [514,]  4.495230e-02  2.507218e-02
## [515,]  4.665837e-02 -6.593531e-03
## [516,] -1.116211e-01  3.646552e-03
## [517,] -1.902467e-01  2.511182e-02
## [518,]  5.067469e-02 -2.677477e-03
## [519,]  4.601431e-02  1.135687e-02
## [520,]  1.799113e-02 -1.296500e-02
## [521,]  5.513579e-02  1.555341e-02
## [522,] -3.226273e-03  5.436552e-03
## [523,]  5.043414e-04  5.862467e-02
## [524,] -1.220655e-02  1.275977e-02
## [525,] -7.553919e-02  1.029000e-02
## [526,]  8.069727e-02  3.793138e-02
## [527,] -2.229730e-02  2.091923e-02
## [528,] -8.552934e-02  4.221916e-02
## [529,]  8.621401e-02  8.230549e-03
## [530,] -8.764138e-03  2.363088e-02
## [531,] -1.476323e-01  1.122806e-01
## [532,]  9.316251e-02  5.320384e-02
## [533,] -3.564979e-02  3.721446e-02
## [534,] -1.054211e-01  4.896163e-03
## [535,]  7.986228e-02  3.304151e-02
## [536,]  3.524929e-02 -2.513919e-02
## [537,]  1.400429e-01  4.075065e-02
## [538,]  4.267933e-02 -1.673061e-02
## [539,] -5.991788e-02  4.678623e-02
## [540,]  1.121433e-01  3.698470e-02
## [541,]  1.237512e-01  4.791701e-02
## [542,] -4.153545e-02  4.082396e-03
## [543,] -3.223063e-02  1.725572e-02
## [544,] -4.282430e-02  1.061671e-02
## [545,] -7.795475e-02  6.126439e-02
## [546,] -5.026475e-02  3.600607e-02
## [547,] -5.831668e-02  5.335899e-02
## [548,] -7.385791e-02  1.986117e-02
## [549,]  9.726487e-02  5.457188e-02
## [550,]  6.748185e-02  2.994461e-03
## [551,] -7.983812e-02  2.145464e-02
## [552,] -9.999972e-02  2.831812e-02
## [553,] -1.552248e-01 -1.812869e-02
## [554,] -1.825110e-02  1.188103e-02
## [555,] -3.391160e-02  2.747989e-02
## [556,] -1.766088e-02  1.576763e-02
## [557,]  4.142095e-02 -7.751364e-03
## [558,]  1.115918e-01 -6.837384e-03
## [559,]  5.404025e-02 -7.574858e-03
## [560,] -9.326321e-03 -1.168846e-02
## [561,] -1.153608e-02 -2.940653e-02
## [562,] -4.627765e-02 -4.891077e-03
## [563,]  1.257134e-01  1.228038e-02
## [564,] -5.774513e-02  2.709418e-02
## [565,] -4.164757e-02  3.695105e-02
## [566,]  4.904337e-02  4.498013e-03
## [567,]  4.925271e-02  2.346490e-02
## [568,]  7.038506e-03 -1.709193e-02
## [569,]  1.501177e-02 -3.716014e-02
## [570,]  7.467122e-03  8.274281e-03
## [571,] -3.829109e-02 -3.255292e-02
## [572,]  5.528334e-02 -2.156599e-02
## [573,]  1.750967e-02 -2.024404e-02
## [574,]  1.501567e-01  5.556415e-03
## [575,]  8.014966e-02  8.013223e-02
## [576,]  9.148200e-02  6.937741e-03
## [577,] -3.911915e-02  4.079078e-02
## [578,]  6.695447e-02 -1.113775e-02
## [579,] -2.392495e-02  3.852547e-03
## [580,]  1.654536e-01  4.105675e-02
## [581,] -1.545527e-01  9.245788e-02
## [582,] -1.417198e-01 -1.469111e-02
## [583,]  3.791764e-02  1.440834e-02
## [584,]  1.259535e-02 -1.826940e-02
## [585,] -1.565031e-02  2.227434e-02
## [586,] -6.059581e-02  4.142951e-03
## [587,] -1.161079e-01  4.810935e-02
## [588,] -1.678493e-02  1.799604e-02
## [589,]  1.477315e-02  2.389432e-02
## [590,] -2.706969e-02  2.744429e-02
## [591,] -9.701961e-02  2.110805e-02
## [592,]  4.086674e-02 -5.101677e-03
## [593,]  3.757320e-02 -1.027640e-02
## [594,]  4.871460e-02 -4.983928e-03
## [595,]  3.006145e-02 -1.087480e-02
## [596,]  3.709670e-03  2.117532e-02
## [597,]  4.265883e-02 -1.204879e-02
## [598,]  2.657902e-02 -1.538629e-02
## [599,]  6.230783e-02 -1.520486e-02
## [600,]  5.565526e-02 -1.160001e-02
## [601,]  1.579870e-01 -8.041366e-03
## [602,] -6.493022e-02 -1.169633e-02
## [603,]  4.879202e-02  1.205655e-02
## [604,]  1.079551e-02  1.042448e-03
## [605,]  3.845468e-02 -1.303865e-02
## [606,]  5.464166e-02 -2.068356e-02
## [607,] -1.119212e-02  1.213604e-02
## [608,] -4.053568e-02  1.492845e-02
## [609,] -9.171088e-02  6.800170e-02
## [610,]  6.925739e-04  2.570309e-02
## [611,]  6.285650e-02 -3.629774e-02
## [612,]  5.353428e-02 -1.675350e-02
## [613,]  8.871446e-02 -7.440831e-02
## [614,] -3.394241e-02  2.719323e-02
## [615,]  1.533800e-02 -1.364220e-02
## [616,]  1.501411e-02 -1.029151e-02
## [617,] -7.217314e-02 -1.957042e-02
## [618,]  4.270588e-02 -8.817031e-03
## [619,]  4.875895e-02  6.408524e-03
## [620,]  7.498275e-02  3.001924e-02
## [621,] -6.073807e-02  4.337438e-02
## [622,]  1.481198e-02  1.241294e-02
## [623,] -1.400734e-01 -2.048920e-02
## [624,]  1.687359e-01  2.556990e-02
## [625,] -1.174489e-01  6.018238e-02
## [626,]  2.404290e-02 -3.414611e-02
## [627,] -2.155778e-03  5.869339e-02
## [628,]  3.371965e-02 -1.027693e-02
## [629,] -4.247892e-02  2.410559e-02
## [630,] -1.328456e-01  5.463289e-02
## [631,]  2.990416e-02  5.612464e-04
## [632,]  9.294526e-04  1.408066e-02
## [633,] -2.624758e-02 -6.448784e-03
## [634,] -2.410376e-02  2.825412e-03
## [635,]  9.303692e-02  5.341141e-02
## [636,]  5.619001e-03 -7.878558e-03
## [637,]  2.755945e-02 -1.475834e-02
## [638,] -7.068700e-02  4.722381e-02
## [639,]  5.352988e-02 -2.792220e-03
## [640,] -2.666929e-01  7.447605e-02
## [641,]  2.758855e-02  3.066526e-02
## [642,]  4.816710e-02  1.487069e-05
## [643,]  4.632771e-02 -8.071717e-03
## [644,]  6.012479e-02 -1.463419e-02
## [645,]  5.239149e-03 -1.087423e-02
## [646,]  4.991991e-02 -1.129657e-02
## [647,]  6.884384e-02 -1.148484e-02
## [648,]  3.976225e-02 -1.016928e-02
## [649,]  3.482246e-02 -1.584233e-02
## [650,]  1.988375e-02 -1.722653e-02
## [651,] -3.445125e-02 -1.266853e-02
## [652,] -1.677125e-02  2.098371e-02
## [653,]  8.148064e-02 -2.067061e-02
## [654,]  7.061301e-02 -9.154577e-03
## [655,] -2.008535e-02 -3.968448e-02
## [656,]  5.185950e-03 -2.665835e-02
## [657,]  7.500320e-02 -2.609111e-02
## [658,]  7.998255e-03  4.940316e-02
## [659,]  2.292599e-02 -1.087588e-02
## [660,]  4.471926e-03  2.010275e-02
## [661,] -4.509378e-02 -1.334065e-02
## [662,] -6.282001e-02  5.751341e-02
## [663,] -4.858267e-02 -1.855765e-02
## [664,]  1.179557e-02  1.048699e-02
## [665,] -3.758921e-03  3.219442e-02
## [666,] -1.072320e-02  5.240942e-03
## [667,] -4.354711e-02 -3.808630e-03
## [668,] -2.410760e-02  1.684833e-02
## [669,] -9.637996e-02  4.298328e-02
## [670,] -2.494225e-02  4.364840e-02
## [671,]  5.094491e-02  1.989380e-02
## [672,] -8.495232e-02  2.326046e-02
## [673,]  2.051434e-02  2.724426e-02
## [674,]  6.793193e-03  1.702999e-02
## [675,]  8.746049e-02 -1.293915e-02
## [676,]  3.224742e-03  3.181698e-02
## [677,] -4.223381e-03 -2.524651e-02
## [678,]  5.359216e-02 -2.777378e-02
## [679,] -9.816283e-02 -2.771096e-02
## [680,] -1.416893e-02  3.251639e-02
## [681,]  7.734615e-03 -1.396781e-02
## [682,]  7.623973e-02  1.987114e-02
## [683,]  2.030285e-01  3.393358e-02
## [684,] -1.060053e-01 -5.007848e-03
## [685,] -9.510366e-03 -1.366189e-02
## [686,]  3.240407e-02 -1.179580e-02
## [687,] -1.514867e-01  5.429185e-02
## [688,]  6.084200e-02  5.999077e-02
## [689,] -3.010672e-02  2.445219e-02
## [690,]  3.231466e-02 -1.154122e-03
## [691,]  8.962569e-02 -1.722310e-02
## [692,]  1.732602e-01 -4.014154e-02
## [693,] -1.306615e-01 -6.048150e-02
## [694,] -1.176494e-01  1.950215e-02
## [695,] -4.843576e-01 -2.164949e-01
## [696,]  5.996625e-02 -4.794850e-04
## [697,]  4.812436e-02 -1.300085e-02
## [698,]  6.666206e-02 -9.581435e-03
## [699,]  6.991047e-02 -1.987072e-02
## [700,]  5.485913e-02  5.266593e-02
## [701,] -3.032693e-02 -3.695094e-02
## [702,]  3.498227e-02 -2.504997e-02
## [703,]  2.279350e-02  2.003973e-03
## [704,]  6.181128e-02  2.229951e-02
## [705,]  1.286395e-01  2.219352e-02
## [706,]  2.948014e-02 -2.489849e-04
## [707,] -6.956263e-02  2.708259e-02
## [708,] -2.565878e-02  2.547830e-02
## [709,] -1.357372e-01  2.104259e-02
## [710,]  6.251822e-03  1.219508e-02
## [711,]  5.638677e-02 -1.278478e-03
## [712,] -8.109439e-02 -2.101472e-02
## [713,] -1.447281e-02  3.295913e-02
## [714,] -7.918340e-03  3.731028e-03
## [715,]  2.961471e-02  3.218527e-02
## [716,]  4.851881e-02 -2.101273e-02
## [717,]  1.855164e-02  7.357705e-02
## [718,]  3.506091e-03 -2.633325e-02
## [719,] -1.029876e-02 -2.045520e-02
## [720,]  3.463828e-03  2.325464e-02
## [721,] -2.239202e-02  1.841373e-03
## [722,]  3.474537e-02 -1.377700e-03
## [723,] -2.812682e-01  1.263966e-01
## [724,]  8.672381e-03 -8.097791e-03
## [725,] -2.064402e-03 -1.150854e-02
## [726,]  2.671491e-03 -2.547620e-03
## [727,]  3.954864e-02  7.630152e-03
## [728,]  8.032101e-02  1.274553e-02
## [729,] -2.507775e-02 -1.263229e-02
## [730,] -4.986430e-02  1.638712e-02
## [731,]  9.170066e-02 -1.435608e-02
## [732,]  3.274770e-02 -1.474583e-02
## [733,]  3.659066e-02  2.950001e-02
## [734,]  5.960393e-02 -8.681779e-03
## [735,]  1.095692e-01 -2.797532e-02
## [736,] -5.729967e-02 -4.294296e-02
## [737,] -4.313882e-02  3.562946e-02
## [738,] -7.259551e-02  1.314800e-02
## [739,] -7.153550e-02  1.056068e-02
## [740,] -2.441065e-02  1.695104e-02
## [741,]  5.771217e-02  6.179133e-02
## [742,]  2.446463e-01  3.779478e-02
## [743,]  4.714057e-02 -9.196170e-03
## [744,] -1.088493e-01  5.153497e-02
## [745,] -4.440084e-02  1.186197e-02
## [746,]  4.449615e-03  8.312817e-03
## [747,] -4.243526e-03  7.744641e-02
## [748,]  4.075126e-02  3.695564e-02
## [749,] -1.984158e-01  3.535986e-02
## [750,]  3.713606e-02  5.711827e-03
## [751,]  3.549151e-02 -6.570437e-03
## [752,] -1.289296e-01  1.130515e-02
## [753,] -1.137352e-01  2.025914e-02
## [754,]  4.124285e-02 -9.229765e-03
## [755,]  3.937588e-02  7.045272e-02
## [756,]  1.159499e-02  3.115347e-02
## [757,] -8.685208e-02  1.099086e-03
## [758,]  3.896112e-02  2.373827e-02
## [759,]  3.237689e-02  2.087389e-02
## [760,]  6.015344e-02 -1.305020e-02
## [761,] -4.397980e-02 -2.403448e-02
## [762,] -1.011934e-01  5.165338e-02
## [763,]  1.323873e-01 -1.885033e-02
## [764,]  6.430961e-02 -1.454949e-02
## [765,] -2.607682e-02 -5.347390e-03
## [766,]  1.005367e-01  3.695742e-03
## [767,] -4.470137e-02  5.852703e-03
## [768,]  1.375652e-01  3.253028e-03
## [769,]  1.190861e-01  2.671322e-02
## [770,] -8.978986e-03 -5.641175e-02
## [771,]  1.816010e-02  4.220082e-03
## [772,] -6.258494e-02 -2.570815e-02
## [773,] -5.396986e-02  4.906075e-02
## [774,]  4.787318e-02 -2.552286e-02
## [775,]  3.568032e-03  5.323513e-02
## [776,] -3.346345e-02 -2.265286e-04
## [777,] -7.656568e-02  1.979777e-02
## [778,] -6.438316e-02 -1.571558e-02
## [779,]  5.577156e-02 -1.554055e-02
## [780,]  1.393606e-01 -2.513502e-02
## [781,]  1.121318e-03  5.148801e-03
## [782,]  2.657844e-03  3.652092e-03
## [783,] -1.176236e-01  3.623990e-03
## [784,]  6.548454e-02  1.023698e-02
## [785,]  2.466069e-02 -1.680194e-04
## [786,] -4.338006e-02 -6.890602e-03
## [787,] -1.728036e-02 -5.061900e-02
## [788,] -2.690494e-02  3.952568e-02
## [789,]  1.990923e-02 -2.160192e-02
## [790,]  3.005213e-02 -1.675417e-02
## [791,]  4.471216e-02 -2.630589e-02
## [792,] -1.755383e-01  1.145642e-01
## [793,]  2.019965e-02 -2.317349e-03
## [794,]  1.063699e-01  1.171443e-04
## [795,]  6.311670e-02  1.955663e-03
## [796,] -6.543166e-02  6.311241e-02
## [797,] -3.426678e-02  8.252264e-03
## [798,]  1.051825e-01 -4.430520e-03
## [799,]  1.970071e-02 -1.172424e-02
## [800,]  6.737033e-02 -1.064610e-02
## [801,]  4.809930e-02  3.307476e-03
## [802,] -7.986163e-03 -2.635892e-02
## [803,]  1.576575e-01  2.726412e-02
## [804,] -1.020215e-02  1.941625e-02
## [805,] -9.651102e-02 -1.597795e-02
## [806,]  4.343756e-04  2.068337e-02
## [807,]  5.516082e-02 -1.824430e-03
## [808,]  9.961128e-02 -3.261488e-02
## [809,] -3.192755e-02  6.886220e-03
## [810,]  8.141159e-02  5.067961e-03
## [811,]  9.546383e-02  1.592364e-04
## [812,]  4.313579e-02 -3.455903e-03
## [813,] -1.084878e-01  3.304516e-02
## [814,] -1.143612e-01  1.716316e-01
## [815,]  6.268427e-02  1.935069e-02
## [816,]  2.142153e-02  4.034327e-03
## [817,] -7.815425e-03 -7.498974e-03
## [818,]  5.888460e-02 -2.853177e-02
## [819,]  7.791765e-02 -1.284189e-02
## [820,]  9.548269e-02  1.056180e-03
## [821,]  1.643055e-02 -2.587070e-02
## [822,] -1.172075e-02 -2.998828e-03
## [823,]  2.363327e-02 -2.803703e-02
## [824,]  7.330515e-02 -1.309454e-02
## [825,]  6.825894e-02 -2.062825e-02
## [826,] -5.904078e-04 -1.117751e-02
## [827,] -7.658369e-02 -1.425617e-02
## [828,] -1.748343e-01  4.921421e-02
## [829,]  5.239943e-02 -6.120585e-02
## [830,]  3.214591e-01  2.142661e-02
## [831,] -2.193051e-02  1.739138e-02
## [832,]  8.539076e-03  3.203065e-02
## [833,] -1.110390e-01  2.764215e-02
## [834,] -9.737641e-02  5.220848e-02
## [835,]  8.081687e-02  4.678849e-03
## [836,]  2.432271e-02 -5.781843e-02
## [837,] -1.502309e-01 -2.022393e-01
## [838,]  2.138322e-02  7.877078e-03
## [839,]  7.716765e-03 -2.833475e-03
## [840,]  7.058828e-03  1.924645e-02
## [841,] -7.142741e-02 -8.640672e-03
## [842,] -1.818801e-02  9.577890e-04
## [843,] -2.926262e-02  2.378444e-02
## [844,]  1.592793e-02 -5.067173e-03
## [845,] -2.710470e-02 -2.356837e-02
## [846,] -3.225483e-03  1.638789e-02
## [847,]  1.745269e-03 -4.190428e-03
## [848,] -8.141460e-02  5.694830e-03
## [849,]  7.986435e-02 -3.926912e-02
## [850,] -3.065271e-02  1.060868e-02
## [851,]  9.708760e-02  2.768035e-02
## [852,]  2.104223e-02 -9.266862e-03
## [853,]  9.859005e-02 -3.636528e-02
## [854,]  1.130766e-01 -7.271989e-03
## [855,]  4.331771e-02  2.479874e-02
## [856,] -1.791880e-01  9.367800e-02
## [857,] -4.442323e-02 -5.894733e-02
## [858,]  1.294861e-01 -5.699101e-02
## [859,] -1.474213e-02  3.149948e-02
## [860,]  1.568753e-02 -6.980523e-03
## [861,]  3.103008e-02 -1.729265e-02
## [862,]  8.508605e-03  4.034058e-03
## [863,]  2.522413e-02 -2.164638e-02
## [864,]  1.746801e-02  2.576587e-02
## [865,]  3.165699e-02  3.640472e-03
## [866,] -4.199588e-02 -3.020097e-02
## [867,] -5.273291e-02 -2.552254e-02
## [868,]  1.420537e-02 -7.545456e-03
## [869,] -1.403383e-02  5.486998e-03
## [870,]  6.502456e-03  1.130588e-02
## [871,]  8.276756e-02  2.533451e-03
## [872,]  9.373760e-02 -2.035020e-02
## [873,]  1.384891e-02 -1.382062e-02
## [874,] -1.933270e-02  1.153394e-03
## [875,]  6.706319e-02 -2.076472e-02
## [876,]  1.165551e-01  3.031213e-03
## [877,] -1.383578e-02  3.443462e-02
## [878,]  1.837433e-03 -1.038645e-02
## [879,] -4.603564e-03 -4.338734e-03
## [880,] -2.711265e-02  4.648929e-02
## [881,] -5.262523e-01  1.512606e-01
## [882,]  6.375175e-02  1.255651e-02
## [883,]  3.184801e-02  4.546997e-03
## [884,]  5.497698e-03 -2.479876e-02
## [885,]  5.143369e-02 -9.273714e-03
## [886,]  1.272476e-02 -1.716001e-02
## [887,]  1.060460e-02 -1.108031e-02
## [888,]  3.087513e-02  2.089146e-02
## [889,] -3.524373e-03 -5.282750e-04
## [890,]  1.268563e-01 -1.305119e-02
## [891,] -1.732168e-02 -3.020221e-02
## [892,]  9.085359e-02 -3.683444e-02
## [893,]  1.111904e-01  8.259220e-03
## [894,]  2.988492e-02 -7.981250e-03
## [895,] -1.337580e-03  2.720058e-02
## [896,]  7.115515e-02 -2.814073e-02
## [897,]  8.602402e-03  2.173864e-02
## [898,] -1.359210e-01  2.011615e-02
## [899,]  2.162210e-02  9.266122e-03
## [900,]  7.395351e-02  5.041511e-02
# Identifying the scores by their salary status
raisintyp_pca <- cbind(data.frame(Class),raisin_data_pca$x)
raisintyp_pca
##       Class          PC1           PC2          PC3           PC4           PC5
## 1   Kecimen  0.076951073 -0.4530761696 -1.088608919  0.0267738442  1.413079e-01
## 2   Kecimen -0.475111731  0.4451208721  0.016363399 -0.1158801649  1.219277e-01
## 3   Kecimen  0.371902131  0.8015624549  0.786050032 -0.2648153561  6.215554e-02
## 4   Kecimen -2.620987667 -0.3023954931  0.482452785  0.0995414716 -1.152667e-01
## 5   Kecimen -0.961519225 -2.9661137960  0.451903015  0.2997163137  1.756736e-01
## 6   Kecimen -2.171955504  0.9238981739  0.344990538 -0.1293424034 -1.391647e-01
## 7   Kecimen -2.550059292  1.3398920897 -0.198602050 -0.1124216709 -2.239044e-01
## 8   Kecimen -1.751482293 -0.9208544036 -0.150325574  0.0243266245 -9.929269e-03
## 9   Kecimen -2.462199822  1.1344298836 -0.817618388 -0.0162719723 -1.404041e-01
## 10  Kecimen -1.259785008  0.6811445705  0.337074197 -0.2024068876 -5.473558e-02
## 11  Kecimen -0.049752921  1.0449823957 -0.298573995 -0.0086470271  7.980028e-02
## 12  Kecimen -2.601221747  0.5899027281 -0.295981802 -0.0532206129 -1.865266e-01
## 13  Kecimen -2.825803420 -0.1532417395  0.576788726  0.0896005571 -2.082087e-01
## 14  Kecimen -1.216069894 -3.0822756312  1.110065860  0.4123305612  1.079293e-01
## 15  Kecimen -0.673474424  0.2173180209  0.329314081 -0.1593275844  7.297542e-02
## 16  Kecimen -3.254523251  0.8085535625 -0.043091917  0.0101416350 -2.839253e-01
## 17  Kecimen -1.133177688  0.2401498192 -1.572105785  0.1243581741  5.692535e-02
## 18  Kecimen -1.351924347 -0.0324006951  0.228626676 -0.1216806275 -1.330176e-02
## 19  Kecimen -2.621030511  0.5189947014 -0.654109346 -0.0279622835 -1.845189e-01
## 20  Kecimen -0.782144951  0.4937635556 -1.112422891  0.0458712198  2.846131e-02
## 21  Kecimen -1.162284438 -0.9756544947  0.097936977  0.0118502985  1.021784e-01
## 22  Kecimen -1.846454972 -0.3332826213 -0.173382137 -0.0127100852 -3.003437e-02
## 23  Kecimen -0.346411038 -0.2555417924  0.566728254 -0.2100455589  6.492543e-02
## 24  Kecimen -2.016633539 -1.9334004289  3.426842132  0.5881453868 -3.352888e-02
## 25  Kecimen  0.430993843 -0.1862007999 -0.014487759 -0.2197324822  1.745424e-02
## 26  Kecimen -0.851444536 -0.9835876935  0.275924460 -0.0558765160  8.748798e-02
## 27  Kecimen -1.314929693 -2.5326225525  0.427520953  0.2491783999  9.140713e-02
## 28  Kecimen -1.619503926 -0.1808847514  0.305090221 -0.0543366581 -4.366843e-03
## 29  Kecimen -0.978501671 -2.9082880109  1.295878288  0.3260558461  9.353194e-02
## 30  Kecimen -1.496620396 -0.2727719965 -0.768401597  0.0021889381  8.603834e-02
## 31  Kecimen  0.038075289 -0.7132900066 -0.697456869 -0.0729069311  1.285588e-01
## 32  Kecimen -2.604173867  0.9469951960 -0.625715193 -0.0329125262 -1.799161e-01
## 33  Kecimen -0.854013766 -1.0658342721  0.442415598 -0.0181695488  1.247972e-01
## 34  Kecimen -1.547431582 -0.4742490370 -0.652725291  0.0058895187  4.038283e-02
## 35  Kecimen -3.211492675 -2.4916076397  3.047945382  1.0629474407 -2.265876e-01
## 36  Kecimen -3.347158755 -2.0349465718  1.087361663  0.6897476487 -1.983029e-01
## 37  Kecimen -2.089654688 -0.8684962570  0.877191937  0.1487948495 -2.451338e-02
## 38  Kecimen -1.579927185  2.1141975305  0.413203973 -0.1630025427 -1.039260e-01
## 39  Kecimen -0.512154997 -0.0981361703 -0.439924654 -0.0839061526  9.561678e-02
## 40  Kecimen -2.614974529 -1.6009880228 -0.009435182  0.2971333940 -7.980822e-02
## 41  Kecimen  0.111802328 -2.1379917626  0.589326739  0.0034939937  2.042304e-01
## 42  Kecimen -1.020892584 -0.6381515179  0.245608393 -0.0771054954  7.456047e-02
## 43  Kecimen -0.706472589 -0.9462724051  0.086936043 -0.0335921870  1.405444e-01
## 44  Kecimen -0.394206396 -3.1686575400  1.701636096  0.2843600801  1.162792e-01
## 45  Kecimen -0.235643804  1.5801010773  0.291119194 -0.1206992478  1.004006e-02
## 46  Kecimen -1.635471292  0.3896727296  1.153514690 -0.0876888576  5.433820e-02
## 47  Kecimen -1.048339792 -0.2886420094 -0.372945704 -0.0823370256  4.463905e-02
## 48  Kecimen -3.222712077 -2.3405742772 -0.726903564  0.5616276357 -8.355993e-02
## 49  Kecimen -2.317235687  0.5551763399 -1.174243744  0.0342718106 -8.041228e-02
## 50  Kecimen -2.108823108  0.1400119417  0.644267036 -0.0433954816 -7.760296e-02
## 51  Kecimen -2.377909865  1.3624324507  0.013001608 -0.1403435560 -1.964782e-01
## 52  Kecimen  1.570878740  0.2131916335  0.107811214 -0.1744142499  1.199249e-02
## 53  Kecimen -0.943803219  1.9173903128  0.396560856 -0.1820048600 -9.070034e-02
## 54  Kecimen -2.146490398  1.8934738001  0.081643423 -0.1136679550 -1.488221e-01
## 55  Kecimen  1.267601054 -0.2617513658  0.343587281 -0.2672562593  5.037740e-02
## 56  Kecimen -2.340718220  0.5909221781  0.429356512 -0.0897581493 -1.322449e-01
## 57  Kecimen -1.934303232 -0.7524082521  1.005190787  0.1192166470  1.433970e-02
## 58  Kecimen -1.902479633  0.5092018274 -0.125742031 -0.0547025878 -2.237302e-02
## 59  Kecimen -1.423446640 -2.1584724173  1.434499897  0.3356638381  1.380101e-01
## 60  Kecimen -3.986276986  1.0119067959 -0.107018603 -0.0023388646 -5.394337e-01
## 61  Kecimen -1.290636670 -0.3625241629  0.599253533 -0.0814645556  1.927141e-02
## 62  Kecimen -2.314909680  0.3424565441 -0.228621419 -0.0333594133 -1.057106e-01
## 63  Kecimen -0.146297984  1.4801533681  0.116125451 -0.0774265943  3.191584e-02
## 64  Kecimen -1.370539922 -0.0498307689  1.078805235 -0.1136714394  1.351538e-02
## 65  Kecimen -1.359669881  1.1532863911 -0.103142656 -0.1154928662 -4.411369e-02
## 66  Kecimen -1.567744113  0.1975115440 -0.012759151 -0.0600824457  2.883971e-02
## 67  Kecimen -1.915144941  0.6629702898  0.155064617 -0.1225957133 -9.928690e-02
## 68  Kecimen  0.236979655  0.7369856768  0.408305482 -0.2252211394  2.728176e-02
## 69  Kecimen -2.149989379 -0.4300022638 -0.768844405  0.0649381373  4.144099e-03
## 70  Kecimen -0.836854991 -0.0159173066 -0.408462476 -0.0578862663  8.306064e-02
## 71  Kecimen  0.633889501  0.1263727460  0.444696889 -0.2115354005  1.748963e-01
## 72  Kecimen -1.179993109  1.1024068771 -0.314535909 -0.0146440598  9.255627e-02
## 73  Kecimen -0.867076210  0.0695460192  0.059013798 -0.0755375159  1.626158e-01
## 74  Kecimen -1.030784979 -0.0785943812 -0.191746753 -0.0651113156  9.071813e-02
## 75  Kecimen -2.156728723 -0.2020514368  0.438527359  0.0047340986 -7.313518e-02
## 76  Kecimen -2.270459100 -0.1613224525 -0.227775198  0.0094788030 -8.403732e-02
## 77  Kecimen -0.696459099 -0.5818985677 -0.585349591 -0.0436384729  1.135901e-01
## 78  Kecimen -2.718777998  0.0775455946 -0.520110496  0.0307671733 -1.438037e-01
## 79  Kecimen -0.510139531 -0.1820300082 -1.298697587  0.0348457651  8.497374e-02
## 80  Kecimen -2.352779351 -0.2441492279 -1.470638894  0.0805998854 -5.627480e-02
## 81  Kecimen -2.061764861  0.5558171842 -0.185760840 -0.0797913154 -8.373430e-02
## 82  Kecimen -1.848978113  0.0830441492 -0.054074548 -0.0090226340  5.329194e-02
## 83  Kecimen -1.512617910  0.7207075815  0.446544211 -0.1171739597  2.436995e-04
## 84  Kecimen  0.056842355 -2.8109102870  1.532990519  0.0969136719  1.197527e-01
## 85  Kecimen -0.523557410 -0.0897521450 -0.001702135 -0.1280440540  8.793056e-02
## 86  Kecimen  6.992432162  3.5734723933  2.641388605  0.9528560286  1.914333e-01
## 87  Kecimen -0.831230810  0.7591580526  0.326822308 -0.2212028365 -3.600547e-02
## 88  Kecimen -3.089613309  0.0337903947  0.245832805  0.0642182972 -2.775486e-01
## 89  Kecimen -3.190561413  0.4059032447 -0.322088139  0.0371468251 -2.557782e-01
## 90  Kecimen -2.363813878 -0.0842494088  0.277512163  0.0154701194 -1.005348e-01
## 91  Kecimen -2.116812568 -0.6331195143 -0.443124197  0.0428174094 -4.453069e-02
## 92  Kecimen -1.853091400 -0.0009161954  0.484789187 -0.0553121735 -3.669161e-02
## 93  Kecimen -0.095751315 -0.0367267928 -0.057501929 -0.1637181205  7.585186e-02
## 94  Kecimen -1.299744573 -0.7901503818 -0.647266517 -0.0175880569  4.230961e-02
## 95  Kecimen -1.948826245  0.2079321885 -0.418087070 -0.0024432811  2.466919e-03
## 96  Kecimen -3.100285187 -0.3307275354 -0.425103108  0.1371520394 -2.059406e-01
## 97  Kecimen -0.903311887 -2.3562064699  0.204331925  0.1156150674  9.504738e-02
## 98  Kecimen -1.821880071 -0.6973253413  0.095880407 -0.0082909940 -2.839962e-02
## 99  Kecimen -2.347673351  0.4669894792  0.293687118 -0.0671265444 -1.454189e-01
## 100 Kecimen -1.201047226 -2.0309684491  1.140641209  0.1455543868  3.261484e-02
## 101 Kecimen -0.329914438 -0.4656107713 -1.150637056  0.0002293847  9.220138e-02
## 102 Kecimen -1.501379133  0.7328956496 -0.940104949  0.0151921977 -2.164884e-04
## 103 Kecimen -2.041654194 -1.0946567891  0.892611955  0.1314147719 -4.384265e-02
## 104 Kecimen -1.723281459  0.1095242801 -1.085507101  0.0639702403  7.356778e-02
## 105 Kecimen -1.593952578  0.0531915208 -0.191163586 -0.0582407125  1.190871e-02
## 106 Kecimen -2.419699701  1.2213110200 -0.394782722 -0.0896729528 -1.888075e-01
## 107 Kecimen -2.840815769 -2.2310763133  2.054994827  0.7444535741 -9.882438e-02
## 108 Kecimen -1.224007758 -0.9710965139  1.020381609  0.0257367863  9.754296e-02
## 109 Kecimen -0.377141572 -1.0330672395 -0.204972211 -0.0811517877  1.364604e-01
## 110 Kecimen -1.605318440 -1.7482827910  0.077448135  0.1619329955  7.135504e-02
## 111 Kecimen -0.256336228 -0.3753077357  0.404845505 -0.0671086385  2.222567e-01
## 112 Kecimen -2.389222471  0.5996372400 -1.206339108  0.0791952726 -6.023991e-02
## 113 Kecimen -2.108166266  0.4033576074 -0.361228297 -0.0773552881 -1.140116e-01
## 114 Kecimen -2.678658633 -2.6608036042 -0.768719895  0.4844726065  1.321387e-03
## 115 Kecimen  0.552722675 -0.2564576073 -0.057593667 -0.1124047610  2.134975e-01
## 116 Kecimen -0.176592819 -0.2871474950 -0.101115907 -0.1266324398  1.130288e-01
## 117 Kecimen -0.333769336 -0.4905770555 -0.773011786  0.0144908162  1.938107e-01
## 118 Kecimen -0.206259394 -2.0028469757  0.237328981 -0.0198326760  1.388486e-01
## 119 Kecimen -1.361059915  0.3352450325  0.016616062 -0.0685754367  4.962439e-02
## 120 Kecimen -0.733896291 -1.5011005426  0.520338899 -0.0083001724  9.902004e-02
## 121 Kecimen -1.097451810 -0.5975505939  0.591225595 -0.0388440408  1.171241e-01
## 122 Kecimen -2.023437179  0.2707279522  0.290887020 -0.0464583361 -2.138080e-02
## 123 Kecimen -2.525602712 -1.3758930519  0.511603279  0.2681012039 -9.761315e-02
## 124 Kecimen -1.711830793  0.0406809165  0.377133156 -0.0334602254  8.709673e-02
## 125 Kecimen  0.315952501 -1.5390523859  0.568121437 -0.0979934388  2.128554e-01
## 126 Kecimen -1.755598580  1.3169074543  0.018571504 -0.1446282115 -1.140696e-01
## 127 Kecimen -1.551396299 -2.7442430592  1.132774481  0.3994565151  4.613920e-02
## 128 Kecimen -2.331000745 -1.9591506148  0.983265932  0.4082097521 -4.454290e-02
## 129 Kecimen -2.458144477 -0.2364332300 -0.137664821  0.0572306354 -7.763318e-02
## 130 Kecimen  0.306234585  1.2384792362 -0.115421225 -0.0512940687 -6.829184e-03
## 131 Kecimen -1.042227385 -1.8988235297  0.120640059  0.1045778940  1.385565e-01
## 132 Kecimen -1.149787696 -0.9285593859 -0.262700393 -0.0463770803  3.566851e-02
## 133 Kecimen -2.208329860  0.9232400428  0.211595384 -0.1235772796 -1.476254e-01
## 134 Kecimen -2.147927409  0.0442311870  0.229487254 -0.0287111322 -7.858650e-02
## 135 Kecimen -1.914204486  0.5718143921 -0.239202229 -0.0707542982 -6.133820e-02
## 136 Kecimen -1.593997350  1.2087814058  0.253885147 -0.1692021006 -9.190668e-02
## 137 Kecimen  0.589172409  0.3345835289  0.335339361 -0.2424306758  1.743587e-02
## 138 Kecimen -1.376482308  1.6153056227  0.379920394 -0.1605939055 -5.011704e-02
## 139 Kecimen -1.719836213  0.8043912724 -0.869755777  0.0298966911 -7.989551e-03
## 140 Kecimen  1.026181860 -1.3575262134 -0.221958731 -0.2132262302  7.020403e-02
## 141 Kecimen -2.655737258 -1.3464567445  0.751031783  0.3115195635 -1.174568e-01
## 142 Kecimen -1.852376160  0.3605209375 -0.994386565  0.0272624294 -1.905646e-02
## 143 Kecimen -0.578343668  1.0465793544  0.169356260 -0.1459013854  3.498507e-02
## 144 Kecimen -2.336974525 -0.2509639597 -0.206675842  0.0024401938 -1.270073e-01
## 145 Kecimen -2.456210400  0.1790231976 -0.131714437 -0.0159606777 -1.233129e-01
## 146 Kecimen -0.818795429  0.9216666775  0.169790130 -0.1475738601  3.075896e-02
## 147 Kecimen -0.673257562 -0.0064494751 -0.091229890 -0.1296465876  5.427623e-02
## 148 Kecimen -1.894145088  0.1736319956 -0.627780170 -0.0234932983 -3.545424e-02
## 149 Kecimen -2.889514263  0.2604053980 -0.621156309  0.0302645051 -1.841229e-01
## 150 Kecimen -1.442955521 -1.3872380583 -0.148856424  0.0830279236  8.393661e-02
## 151 Kecimen -2.476664123  0.4799163304  0.838967795  0.0093420706 -9.998172e-02
## 152 Kecimen -1.854331365 -0.9320017887 -0.982751169  0.0672313733  2.663775e-02
## 153 Kecimen -0.883542678 -1.1325390497  0.043159819 -0.0369481163  9.119632e-02
## 154 Kecimen -0.777281252 -1.3116542856  1.015826907 -0.0270781851  7.944315e-02
## 155 Kecimen -0.840164920 -1.1872307171  0.518796365 -0.0208195758  1.103201e-01
## 156 Kecimen -0.067061441  0.7243002635  0.491283543 -0.2155222829  4.955859e-02
## 157 Kecimen -3.406993167 -3.3544583128  2.388849553  1.2310166780 -2.393576e-01
## 158 Kecimen -1.722737790 -0.1520963277 -0.699026345  0.0024925757  8.421865e-03
## 159 Kecimen -3.173189371 -0.3904562096  1.561086029  0.3136864455 -2.566778e-01
## 160 Kecimen -2.497431327  1.9077106920 -0.086497578 -0.1103899167 -2.128225e-01
## 161 Kecimen -2.333759538  0.6135917941  0.009129565 -0.0816329130 -1.485960e-01
## 162 Kecimen -2.221576842 -0.8793544993  0.579859368  0.1550016078 -2.630012e-02
## 163 Kecimen -0.739564940  0.0844386464 -0.284880781 -0.0885033441  6.583606e-02
## 164 Kecimen  0.487589033  0.1986259785 -0.484083697 -0.0146368968  1.744949e-01
## 165 Kecimen -0.743985344 -0.3920937792 -0.900434609  0.0236811871  2.238103e-01
## 166 Kecimen -1.578402043 -0.4027916418 -0.936841251  0.0398514570  7.314991e-02
## 167 Kecimen -2.035451907 -0.0893446492 -0.491017857  0.0349224809  2.475071e-02
## 168 Kecimen -3.018140108 -0.7642133597  0.115441749  0.2397760547 -1.522888e-01
## 169 Kecimen  0.279979279 -0.1859141743  0.005845496 -0.1853589392  6.709053e-02
## 170 Kecimen -2.517390806  0.6018934467  0.250988285 -0.0449710942 -1.490908e-01
## 171 Kecimen -0.136237921  0.0081480624  0.311702998 -0.1696476493  1.141964e-01
## 172 Kecimen -1.484309140  1.0199822553  0.540171424 -0.1575523897 -3.107927e-02
## 173 Kecimen -1.658818385 -0.0359019336 -0.240848634 -0.0646374881 -1.364476e-03
## 174 Kecimen -0.809720511  0.3319578973 -1.200559758  0.1090295345  1.508850e-01
## 175 Kecimen -1.931062738  0.7766134369 -0.811171097 -0.0262004138 -8.225881e-02
## 176 Kecimen -0.433672782  0.2544638025  0.492870236 -0.1541128374  9.058709e-02
## 177 Kecimen -0.393335296 -2.1228716617  0.014649992  0.0669663957  2.230992e-01
## 178 Kecimen -2.405140090 -1.3943533989  0.034663646  0.2114917891 -6.680819e-02
## 179 Kecimen -3.284456631 -1.2566138076  1.247438261  0.4830143944 -2.240282e-01
## 180 Kecimen -2.414194019 -0.3548500652 -0.529308504  0.0416030211 -1.042561e-01
## 181 Kecimen  0.128578267  0.1163749334 -0.361088265 -0.0983164336  7.735107e-02
## 182 Kecimen -1.107706562 -0.2896177815 -0.608449129 -0.0335544366  5.564585e-02
## 183 Kecimen -1.650786153 -1.4530348331 -0.002455031  0.0919065539  3.261674e-02
## 184 Kecimen -2.336531839  1.5285670977 -0.676134807 -0.0263201063 -1.573306e-01
## 185 Kecimen -0.587128274 -0.9108615233  0.536070251 -0.1649144876  1.187559e-02
## 186 Kecimen -2.637411334  0.5070310789 -0.195433188 -0.0385985514 -1.928526e-01
## 187 Kecimen -3.202836214 -0.5496345826 -2.114707658  0.1856413371 -1.722888e-01
## 188 Kecimen -1.982391240 -0.7603359694  0.508035137  0.0391106314 -6.294236e-02
## 189 Kecimen -1.090853942 -0.2044690451 -0.292365527 -0.0920521848  2.783580e-02
## 190 Kecimen -0.423709957 -0.2954049511 -1.071657583 -0.0070925291  8.558094e-02
## 191 Kecimen -0.616856756 -0.6769907213 -0.838999579 -0.0723413361  5.112086e-02
## 192 Kecimen -0.365654012 -1.4979340613  0.652817912 -0.1102442868  5.769476e-02
## 193 Kecimen -3.842691203 -3.1384493104  0.872866506  1.0784510821 -2.703805e-01
## 194 Kecimen -0.290461962  0.2096771296 -1.154032542  0.0490640620  5.893153e-02
## 195 Kecimen -2.478424238  1.4764230006  0.479343640 -0.2000326154 -2.512620e-01
## 196 Kecimen -0.254540914 -1.3667581153  0.267333246 -0.0984567941  9.964599e-02
## 197 Kecimen -1.089482315 -0.0005727229 -0.110587865 -0.1422443534 -2.349527e-02
## 198 Kecimen -0.920537808 -3.9946575032  1.587936936  0.5558969106  7.227240e-02
## 199 Kecimen -1.611954946  0.0009109527  0.515536059 -0.0797218602  2.989875e-03
## 200 Kecimen -1.741677376 -0.1136338943  0.192547526 -0.1090187284 -8.696412e-02
## 201 Kecimen -1.637590984 -1.0118777872  0.133306949  0.0154655284 -1.200700e-02
## 202 Kecimen -1.591104480 -0.2543583873  1.012087171 -0.0848213573 -1.779380e-02
## 203 Kecimen -0.684038862  0.2225219192  0.165840239 -0.1739663139  1.251020e-02
## 204 Kecimen -0.770920537 -0.1545415531 -0.843001388 -0.0512573927  4.590991e-02
## 205 Kecimen -1.334187233 -0.6221831719  0.577052420 -0.0382256002  3.448041e-02
## 206 Kecimen -0.846252110 -0.6727814590 -0.250561202 -0.0955153646  5.041781e-02
## 207 Kecimen -3.031314388  0.4090278820 -0.083252317  0.0004152954 -2.652588e-01
## 208 Kecimen -1.559085384 -0.2998084224  0.233994929 -0.0391286365  2.257625e-02
## 209 Kecimen -3.210564526 -0.9328988457  0.260307528  0.2909095590 -2.124707e-01
## 210 Kecimen -2.491885786 -1.1534962374 -0.781130055  0.1403854729 -8.786185e-02
## 211 Kecimen -2.385676918  0.0555849535  1.165555270  0.0137378871 -1.215280e-01
## 212 Kecimen -2.069926372  2.2266225439  0.258260027 -0.1691796342 -1.937404e-01
## 213 Kecimen -1.657370446  0.0828492780 -1.711830543  0.1046016287 -4.043517e-03
## 214 Kecimen -1.651834612  0.2173404204 -0.208826344 -0.0885245668 -3.953435e-02
## 215 Kecimen -2.140291567 -0.2399222089 -0.711456424  0.0416658396 -3.198474e-02
## 216 Kecimen -1.732682967 -1.0900181917  0.712446303  0.0718932685 -1.110982e-02
## 217 Kecimen -2.095996119  1.7132247609  0.443664652 -0.2023389575 -1.800330e-01
## 218 Kecimen -1.064387220  1.0306843260  0.275007596 -0.1191436611  5.737847e-02
## 219 Kecimen -0.506399430  0.8317872440 -0.210992847 -0.0447432608  1.176861e-01
## 220 Kecimen -2.479785476 -0.7368204817  0.587735640  0.1663484340 -8.230466e-02
## 221 Kecimen -2.458399124  0.5972299986  0.930670426 -0.0177463338 -1.288058e-01
## 222 Kecimen -1.103044479  0.6749652762  0.210487281 -0.1129298933  6.336948e-02
## 223 Kecimen -2.366449324 -2.6245581742  0.641640010  0.5408251116 -1.220417e-03
## 224 Kecimen  0.368780428 -0.0408188480  0.298067781 -0.2224895143  8.343853e-02
## 225 Kecimen -0.297826943  0.1146043627  0.814026108 -0.2438221107  2.977143e-02
## 226 Kecimen -0.392396122 -0.1238642759 -0.097642372 -0.1386161259  1.044939e-01
## 227 Kecimen  0.329432155  0.7189544358  0.398373227 -0.1817413379  1.112416e-01
## 228 Kecimen -1.166057324  0.1330869086 -0.418506908 -0.0659250180  5.358201e-02
## 229 Kecimen -1.118785640 -2.5372252263  1.393877388  0.3262063491  1.327815e-01
## 230 Kecimen -0.731274380 -0.8866532320 -0.310806716 -0.0808388003  7.427272e-02
## 231 Kecimen -1.812684062  0.7108041091 -0.243758086 -0.0874559607 -5.830415e-02
## 232 Kecimen -2.537259396 -2.1761776206  1.282679549  0.5593244771 -3.116968e-02
## 233 Kecimen  0.038028151  0.5308100625 -0.192407343 -0.1027514631  7.859572e-02
## 234 Kecimen -3.192879991  1.0278370999  0.185008961 -0.0417773200 -3.133632e-01
## 235 Kecimen -2.267026337  0.4408365963  1.014650181 -0.0681712802 -1.401467e-01
## 236 Kecimen -3.592329079 -2.5741500282  0.678799141  0.7959324245 -2.586473e-01
## 237 Kecimen -3.054860073 -2.3031645182  0.888088461  0.6124295860 -1.793950e-01
## 238 Kecimen -1.836325310  0.9675407403 -0.846039596 -0.0079284942 -7.193993e-02
## 239 Kecimen -2.366952960  2.4656075195  1.125115709 -0.2479129049 -2.095643e-01
## 240 Kecimen -2.501410046  0.8317389013  0.741687394 -0.0832050676 -1.717138e-01
## 241 Kecimen -2.145336467 -0.0175403781 -0.092748932 -0.0127045747 -5.020220e-02
## 242 Kecimen -2.317828047  1.6899653140 -0.101165128 -0.0926019292 -1.567255e-01
## 243 Kecimen -1.874053233  0.5597021612  0.287713927 -0.1043292982 -4.262224e-02
## 244 Kecimen -1.534795677 -0.0204147515 -1.276818753  0.0394017195  2.675450e-02
## 245 Kecimen -0.473170791 -1.9615522415  0.228451053 -0.0100867863  1.083993e-01
## 246 Kecimen -1.996377662 -0.7359024317  0.524432348  0.0870536569 -8.919327e-03
## 247 Kecimen -2.290459154  1.0384174079  1.018229303 -0.0751956657 -9.203537e-02
## 248 Kecimen -1.785992596  0.1537242241  0.253212476 -0.1028859449 -6.586652e-02
## 249 Kecimen -1.351855267  0.7042602962  0.689471170 -0.1606523812 -2.454233e-03
## 250 Kecimen -2.290010024  0.0540700592  0.420815647 -0.0261873192 -1.215004e-01
## 251 Kecimen -0.757972384 -1.5441643111  0.651143473  0.0740004052  1.946769e-01
## 252 Kecimen -3.114978665 -2.2608384999  1.323866766  0.7031325508 -1.749011e-01
## 253 Kecimen -3.016404317 -0.0996934516 -1.231157822  0.0907940970 -1.853027e-01
## 254 Kecimen -3.295203244 -0.8978129388  2.480067120  0.5581722157 -2.776118e-01
## 255 Kecimen -0.551976678  0.4841321714 -0.579110149 -0.0423356252  5.285493e-02
## 256 Kecimen -2.698870721  0.6835445395 -0.229626047 -0.0618208635 -1.995905e-01
## 257 Kecimen -1.509931357 -0.5093780236 -1.634217732  0.0788361224  3.894604e-02
## 258 Kecimen -2.607167109  0.9476448497  0.050430533 -0.1269400826 -2.543504e-01
## 259 Kecimen -1.109785876 -1.7871661826  0.932230273  0.1361063910  1.165674e-01
## 260 Kecimen -2.906584510  0.3353966310 -0.683857602 -0.0216037919 -2.544918e-01
## 261 Kecimen -1.477392261 -0.1555483929  0.090371993 -0.0737898047  2.945148e-02
## 262 Kecimen -2.474129387 -0.1608591162  0.447884501  0.0434541564 -5.616164e-02
## 263 Kecimen -2.984688578 -1.1661767005 -0.073225621  0.2644010417 -1.740664e-01
## 264 Kecimen -2.204586565 -0.3127354487 -1.246408408  0.0549083456 -5.556382e-02
## 265 Kecimen -1.524430615 -0.1590029333 -0.233178592 -0.0461974168  2.150157e-02
## 266 Kecimen -0.480699080  0.0931531045  0.461413707 -0.2042750418  4.101674e-02
## 267 Kecimen -1.624349069  0.0262219085 -1.376747703  0.0341473340 -1.705473e-02
## 268 Kecimen -1.025339843 -0.0904118344 -1.020908873  0.0168658946  7.311799e-02
## 269 Kecimen -1.263124230  0.4593628566 -1.346008587  0.0792883380  8.508813e-03
## 270 Kecimen -0.784312495  0.4526935089 -0.155439306 -0.1627533355 -3.141206e-02
## 271 Kecimen -2.259969634 -1.5551250112  0.302325737  0.2515510064 -3.308046e-02
## 272 Kecimen  0.154783743  1.4844895753  0.584450498 -0.2013229561  4.031335e-02
## 273 Kecimen  0.249513464 -0.1663535619 -1.200571233  0.0336232479  8.208435e-02
## 274 Kecimen -1.000715852  0.2893937713 -0.159554722 -0.1242742518  4.799832e-02
## 275 Kecimen -2.395497107  1.1216544452  0.443699916 -0.0814743365 -9.148796e-02
## 276 Kecimen -3.924219823 -2.3315464712  0.134999305  0.7848579508 -2.964661e-01
## 277 Kecimen -0.574408709 -0.5859897372 -0.117934354 -0.0619232737  1.602071e-01
## 278 Kecimen -1.181774338 -0.1196171060 -1.595794529  0.0954010596  5.551919e-02
## 279 Kecimen -2.722746528  0.1951110391  0.707793260  0.0635508000 -1.347617e-01
## 280 Kecimen -0.631021965 -0.9851956292  0.117711991 -0.0905805252  7.233369e-02
## 281 Kecimen -1.853609629 -0.4405726308  0.770602224 -0.0120338689 -6.110549e-02
## 282 Kecimen -1.175792830 -0.0307587892  1.234114248 -0.1235715734  4.789970e-02
## 283 Kecimen -2.188221814 -1.0005339521  0.104039164  0.1121935415 -5.816942e-02
## 284 Kecimen -0.434528379  0.3977431709  0.036836854 -0.1627038619  2.916825e-02
## 285 Kecimen -0.763638576  0.3270736320 -0.497775521 -0.0886596694  1.837395e-02
## 286 Kecimen -1.848880628 -0.6318781885  0.170338263  0.0347435009  1.541424e-03
## 287 Kecimen  0.097065217 -1.7513726704 -0.150651954 -0.0664779229  1.576722e-01
## 288 Kecimen -0.951283558  0.8176786209  0.322478056 -0.1630383017  2.282012e-02
## 289 Kecimen -0.600425445  0.7620838518 -0.159527668 -0.1360331801 -1.314874e-02
## 290 Kecimen -1.785635448 -0.9819538525  0.477491146  0.0603658554 -2.493206e-03
## 291 Kecimen  5.049088610  2.6415365063  1.732212416  0.7192516977  8.838123e-01
## 292 Kecimen -1.132658178  1.2620453235  0.307569954 -0.2025061748 -8.126352e-02
## 293 Kecimen -0.957087512 -1.1553637823 -0.858156185  0.0241473576  1.485419e-01
## 294 Kecimen -0.228404562  0.0711813020 -0.411166911 -0.0675087546  1.184287e-01
## 295 Kecimen -0.997819637  0.0300884403  0.247820292 -0.1608794181  1.899199e-02
## 296 Kecimen -1.268528649 -0.5775548886  0.501384952 -0.1116371874 -3.622687e-02
## 297 Kecimen -2.221736459 -1.6245682498  0.976899719  0.3249073996 -2.911567e-02
## 298 Kecimen -2.312990380 -2.0024455348  1.415880497  0.4762470135  4.473555e-03
## 299 Kecimen  0.761897313 -1.0663323550  0.491522486 -0.2598366489  6.890131e-02
## 300 Kecimen -3.280078444  0.1479720508  0.238313401  0.0870773828 -3.002130e-01
## 301 Kecimen -0.128180329 -0.4858090390  0.316848917 -0.2149814876  3.781444e-02
## 302 Kecimen -2.029778532 -1.1111477076  0.326979733  0.0999110208 -4.441308e-02
## 303 Kecimen -0.987167215  0.1498215466  0.500868618 -0.1529810856  2.749912e-02
## 304 Kecimen -0.386249313 -0.4516900736 -0.236067285 -0.1253349055  7.642600e-02
## 305 Kecimen -1.562899998 -0.4031929098  0.164113338 -0.0322805281  1.000140e-02
## 306 Kecimen -1.267764869  1.5376005165  0.377575917 -0.1995588491 -9.653709e-02
## 307 Kecimen -1.201585688  0.2361710113 -2.290104082  0.3004913483  3.884791e-02
## 308 Kecimen -1.877948062  0.7433676863 -0.145349823 -0.1062084810 -7.422723e-02
## 309 Kecimen -1.385070199 -1.0612207170 -0.489381351 -0.0040274857  2.411902e-02
## 310 Kecimen -2.844878306 -0.9357397214  1.453269463  0.3311421538 -1.456815e-01
## 311 Kecimen -1.588543020  0.2004240525 -0.916440800 -0.0236434707 -2.686442e-02
## 312 Kecimen -2.099346894  2.2384176135 -0.489797729  0.0116966213 -1.730539e-01
## 313 Kecimen -1.557802933 -1.2765086059 -0.493867085  0.0287302632  1.825471e-02
## 314 Kecimen -2.990380780 -0.1557981613 -1.700877252  0.1123602486 -1.828065e-01
## 315 Kecimen -1.296274029  0.8514701384  0.198732394 -0.1901139272 -7.605199e-02
## 316 Kecimen -2.371476251  1.1343454456  0.688303156 -0.1690941429 -2.119644e-01
## 317 Kecimen -2.648106862 -2.8902376562  2.149629729  0.8175716699 -1.388374e-01
## 318 Kecimen -3.123943952  0.3092755931  0.377915655  0.0366261810 -2.936975e-01
## 319 Kecimen -1.714139226 -1.8736178930  0.861752767  0.1942165076 -2.486958e-02
## 320 Kecimen -1.863722644 -0.2405403428 -0.087780726 -0.0364494720 -5.545326e-02
## 321 Kecimen -1.269075761  1.4868298084  0.245636436 -0.1631833091 -7.740526e-02
## 322 Kecimen -2.031447435 -0.4120200018  0.154730856  0.0177693343 -4.933235e-02
## 323 Kecimen -2.700501024 -0.9402686731  0.729925964  0.2758924562 -8.152114e-02
## 324 Kecimen -0.890078838 -0.2774045103 -0.235085929 -0.0913259000  6.206328e-02
## 325 Kecimen -1.259610549  0.1786631351 -0.047810014 -0.1295480512 -1.846195e-02
## 326 Kecimen -3.145274328  0.9525573548  0.115915619 -0.0390865631 -3.007949e-01
## 327 Kecimen -0.760051685 -1.0010707695  0.160810280 -0.0524042778  1.144611e-01
## 328 Kecimen -1.425835598 -1.6579208437  0.166558839  0.1402874273  1.121328e-01
## 329 Kecimen -1.680898463  0.5067869491 -0.358290906 -0.0870226192 -5.769205e-02
## 330 Kecimen -0.457398522 -0.3330438758 -0.410236552 -0.0931456623  8.563942e-02
## 331 Kecimen -1.497377517  1.6953863952  0.190167648 -0.1471169900 -8.965318e-02
## 332 Kecimen -1.836466191  0.9563060682 -0.534689890 -0.0692978983 -9.108072e-02
## 333 Kecimen -1.648692125 -0.5516926268 -1.515044798  0.1062038210  8.262721e-02
## 334 Kecimen -1.673850042 -0.3974615849 -0.208522916 -0.0297030594 -1.349547e-02
## 335 Kecimen -1.254763966 -2.0140940634  1.810774315  0.2789896593  1.112587e-01
## 336 Kecimen -2.011609740 -0.9263567180 -1.974980882  0.1812525463  9.926530e-02
## 337 Kecimen -0.954890879  0.8433867115  0.298455837 -0.2010843594 -2.073747e-02
## 338 Kecimen -0.109770543 -0.0054505280 -0.254335717 -0.0836232232  1.356857e-01
## 339 Kecimen -0.339361379  1.1172495763 -0.121019470 -0.0569410505  9.327138e-02
## 340 Kecimen -2.297236594  1.8990510452 -0.026775078 -0.1254717553 -1.988173e-01
## 341 Kecimen -3.020262183 -0.2466176413 -0.169621879  0.1227385913 -1.958375e-01
## 342 Kecimen  0.088766640 -0.8458047126 -0.231189444 -0.0753663618  1.942436e-01
## 343 Kecimen -1.629003444  1.1626561672  0.347374290 -0.2041874603 -1.224951e-01
## 344 Kecimen -1.295412506 -0.9410921482 -0.074717072  0.0595782124  1.509358e-01
## 345 Kecimen -1.125800903 -0.5716447995  0.007894444 -0.0817776213  2.422819e-02
## 346 Kecimen -0.435610118  0.4076325327 -0.482276284 -0.0630736165  1.181022e-01
## 347 Kecimen -2.357332412  1.0650733902  0.306589986 -0.1386685799 -1.859154e-01
## 348 Kecimen -1.381842465  0.5858334391 -0.136224183 -0.1193968125 -2.911376e-02
## 349 Kecimen  0.152579103  0.0944532493 -0.523989894 -0.0497810088  1.049606e-01
## 350 Kecimen -0.832419902  1.1201489048 -0.731932948  0.0457568611  2.980439e-02
## 351 Kecimen -2.373090200 -0.5698565376 -0.858111295  0.0720219078 -7.782886e-02
## 352 Kecimen -0.045904654 -0.6582689411  0.110652136 -0.1735319234  7.934784e-02
## 353 Kecimen -2.814887859 -1.5499766168  0.083627037  0.3362087400 -1.175333e-01
## 354 Kecimen -1.862550885  0.4072509082 -1.071648295  0.0265053174 -3.218086e-02
## 355 Kecimen -0.605093156 -1.0998300812  0.379191749 -0.0801817445  8.715335e-02
## 356 Kecimen -1.062506373 -0.2275692100  0.413550659 -0.1332572216  4.298411e-02
## 357 Kecimen -2.413834292 -3.1961640391  1.283814161  0.7501922820 -2.919097e-02
## 358 Kecimen -1.181494857  1.0817605660 -0.927537838  0.0672835173 -8.326267e-03
## 359 Kecimen -0.522731589 -0.1507485211  0.073184270 -0.1396825950  8.049708e-02
## 360 Kecimen -1.208985121  0.6687531774  0.047681646 -0.1381269560  1.049391e-02
## 361 Kecimen -2.025708829  1.2697799026 -0.039285504 -0.0752607696 -6.961688e-02
## 362 Kecimen -2.592192228 -0.9487233888  0.693984177  0.2031496567 -1.379040e-01
## 363 Kecimen -1.222128452  0.7378275558  0.502599519 -0.1988842048 -5.155914e-02
## 364 Kecimen  0.787294609 -0.6353273726 -0.210671374 -0.1965603645  5.656415e-02
## 365 Kecimen -1.068729167 -1.4682420972  0.012333869  0.0025964662  5.715457e-02
## 366 Kecimen -2.517538789 -0.3238242766 -0.065516554  0.0543723507 -1.268850e-01
## 367 Kecimen -1.382744179 -1.5712221586  0.215909868  0.0821331586  4.494118e-02
## 368 Kecimen -1.963371713 -0.6725583256  0.278331441  0.0363735001 -2.698963e-02
## 369 Kecimen -0.330666116 -1.2902501952  0.315702223 -0.1142667402  7.757603e-02
## 370 Kecimen -1.779096404  0.2840124758  0.216936645 -0.0878049854 -2.953964e-02
## 371 Kecimen -3.343349003  1.1276389614 -0.333733666 -0.0592228152 -3.614690e-01
## 372 Kecimen -1.162409152 -1.1675284909  0.044011184 -0.0137825550  5.601142e-02
## 373 Kecimen -0.512916598 -2.2596248333  1.819910623  0.0998455752  5.209910e-02
## 374 Kecimen  0.425701575 -1.8010571325  0.241271153 -0.1342594271  1.261565e-01
## 375 Kecimen -1.206903334 -0.3500171239 -0.685575190 -0.0340970247  4.158515e-02
## 376 Kecimen -1.520627242 -1.1438343620  1.757648124  0.1231061754  3.687309e-02
## 377 Kecimen -0.973271156  0.0814158292  1.228649823 -0.2034754317  1.436961e-02
## 378 Kecimen -3.073205484  0.1158176536 -0.301915296  0.0444482955 -2.539326e-01
## 379 Kecimen -1.621743917  2.2652509343  0.464781110 -0.1984167539 -1.630471e-01
## 380 Kecimen -0.324002970  0.7787211332  0.416420662 -0.2132763828  1.565104e-02
## 381 Kecimen -0.338801832 -0.5653733525  0.041325138 -0.1432568276  8.751256e-02
## 382 Kecimen -3.306642788  2.0248095784  0.539940171 -0.1820087932 -4.185774e-01
## 383 Kecimen -3.691456186  1.1435392070 -0.630250027 -0.0059203666 -4.050785e-01
## 384 Kecimen -1.227690237 -0.1473860471  0.261146876 -0.1089170474  2.520757e-02
## 385 Kecimen -0.713515674 -0.5603674177 -0.410943595 -0.0811065152  7.063069e-02
## 386 Kecimen -2.533703935 -0.1637540539 -0.216819058  0.0331739164 -1.358704e-01
## 387 Kecimen -1.218054517 -0.2382769283 -1.329595995  0.0589469231  8.093433e-02
## 388 Kecimen -0.927785831  1.1329908035 -0.059583733 -0.0592264936  7.589532e-02
## 389 Kecimen -1.011810265 -0.6524653495  0.022334505  0.0110782443  1.989207e-01
## 390 Kecimen -1.220011641 -0.0162720123 -1.617194278  0.1075841020  6.074754e-02
## 391 Kecimen -2.127194391  0.6399232191  0.118432779 -0.0642251730 -6.625169e-02
## 392 Kecimen -0.363804165  0.0367346573  0.773642046 -0.2092502085  8.322827e-02
## 393 Kecimen -2.084622125  0.2021721260 -0.692409370 -0.0187370812 -6.548088e-02
## 394 Kecimen -1.061508093  1.2477056939 -0.241326841 -0.0527093775  1.564477e-02
## 395 Kecimen  0.137254851 -0.1175898207 -0.282113540 -0.1224050436  8.750477e-02
## 396 Kecimen -3.308266515  1.4612161144 -0.062546351 -0.0873925159 -3.512584e-01
## 397 Kecimen -0.478585469  0.5157691860 -1.028538478  0.0534254931  4.077235e-02
## 398 Kecimen -0.774800448 -0.2544079429 -0.910607354 -0.0047856501  1.076043e-01
## 399 Kecimen -0.050448224  0.8130849718  0.545026450 -0.2108686772  7.196092e-02
## 400 Kecimen -1.305745318 -0.7880145280  0.043000701 -0.0562457367  1.213173e-02
## 401 Kecimen -1.987642062  1.3240789884  0.018224250 -0.1253391222 -1.009159e-01
## 402 Kecimen -2.711620034  1.9021651195  0.456588195 -0.1945748376 -3.039398e-01
## 403 Kecimen -1.925580825  1.4255213908 -0.200238274 -0.1339267590 -1.562536e-01
## 404 Kecimen  0.211696919 -0.0458037816  0.160641027 -0.2205432519  3.138318e-02
## 405 Kecimen -0.519675796 -0.1414674071  0.001507083 -0.1739251829  1.795227e-02
## 406 Kecimen -2.068735131  0.7945783766 -0.130064667 -0.0907577768 -1.030638e-01
## 407 Kecimen -1.411134543 -0.9545039594 -0.634185915 -0.0004728727  2.622723e-02
## 408 Kecimen -0.777342714  0.3141117834 -0.009757524 -0.1661925578 -3.596830e-03
## 409 Kecimen -0.210057764 -0.2657695934 -0.839224012 -0.0431043766  9.742123e-02
## 410 Kecimen  0.858447437 -0.8844359282  0.032854917 -0.1989666453  9.844598e-02
## 411 Kecimen -1.544288391  0.1127409816 -0.332131391 -0.0388309086  2.436652e-02
## 412 Kecimen -0.596216068 -0.1129711792 -0.673366887 -0.0833244382  3.318595e-02
## 413 Kecimen -1.711978394  0.3956414655 -0.093251958 -0.1077781811 -5.255001e-02
## 414 Kecimen -1.939004119 -0.2901606966 -0.886024767  0.0153025932 -3.293259e-02
## 415 Kecimen -3.016075860  0.5240390509 -0.814937393  0.0024843956 -2.479929e-01
## 416 Kecimen -1.814048523 -0.3673390170 -0.522853767 -0.0319704024 -5.023801e-02
## 417 Kecimen -3.484333843 -0.7381762807 -1.298276892  0.2406671066 -2.335725e-01
## 418 Kecimen -2.189966270  1.1045326841 -0.381163937 -0.0864389806 -1.498637e-01
## 419 Kecimen -0.870464311  0.1919638067 -0.184196907 -0.1328810458  5.327960e-03
## 420 Kecimen -0.300640472 -1.0517766001 -0.338994729 -0.0835460744  1.121884e-01
## 421 Kecimen -0.595601184 -2.4421119571  1.032414878  0.0954137878  6.616586e-02
## 422 Kecimen  0.284764855  0.7362230780  1.157759719 -0.3441215774  2.149483e-02
## 423 Kecimen -3.468168037 -0.5540501754 -0.490518370  0.2083126521 -2.816835e-01
## 424 Kecimen -3.015944765  0.0691202502 -0.170838448  0.0572941694 -2.254185e-01
## 425 Kecimen -2.849277265  0.3410861302  0.314413295 -0.0255327727 -2.347660e-01
## 426 Kecimen -0.223989199 -0.6139042337  0.156377127 -0.1956703420  3.851730e-02
## 427 Kecimen -1.714113697  0.8594269960  0.328062727 -0.1723203221 -9.283635e-02
## 428 Kecimen -2.993143080 -0.0850142782 -0.554450632  0.0536498825 -2.048280e-01
## 429 Kecimen -2.289688605  0.2732115931 -1.242153095  0.0216758112 -1.104161e-01
## 430 Kecimen -1.337814607 -1.0484595347 -0.097781016  0.0152422794  5.558558e-02
## 431 Kecimen -1.640396999  0.7062943956  0.103453072 -0.1544850917 -7.117146e-02
## 432 Kecimen -1.530203781  0.9674922057  0.277790034 -0.1689291331 -5.435137e-02
## 433 Kecimen -1.473178641  0.3390498715 -1.134143631  0.0167018157 -1.306743e-02
## 434 Kecimen -0.654685439 -0.0824197888 -0.567145793 -0.0699600029  9.892376e-02
## 435 Kecimen -1.126631883  0.7992242231 -1.228407357  0.0943398090 -4.918475e-03
## 436 Kecimen -3.572154309  1.8368128445  0.520833012 -0.1376655893 -4.763008e-01
## 437 Kecimen -0.462881898 -0.4467444346 -0.072562861 -0.0962039147  1.190893e-01
## 438 Kecimen -0.114093778 -0.4581672039 -0.078379015 -0.1397151239  1.070048e-01
## 439 Kecimen -0.048558407  0.5779135674 -0.560622898 -0.0429772989  4.944672e-02
## 440 Kecimen  0.094847076 -2.6292801385  1.636168186  0.0883654032  1.471289e-01
## 441 Kecimen -2.162040475 -0.5264439335 -0.094002645  0.0309644512 -7.962499e-02
## 442 Kecimen -1.552458835 -0.6383996401  0.571811735 -0.0085546253  2.848615e-02
## 443 Kecimen -1.762814305 -0.3858194421  0.469364557  0.0216473521  2.844700e-02
## 444 Kecimen -0.913695379  0.5438676905  0.080751661 -0.1089886105  6.347953e-02
## 445 Kecimen -1.115358825  0.0537899587  0.564264099 -0.1237439580  5.310365e-02
## 446 Kecimen -1.663233120 -0.9558061155  0.823957006  0.1267155183  8.372693e-02
## 447 Kecimen -0.196415235 -1.2625050487  0.078466546 -0.0631923349  1.675455e-01
## 448 Kecimen -1.260445524  1.1347518629 -0.531732703  0.0243634689  6.186458e-02
## 449 Kecimen -1.804714856  2.0846817873  0.166840749 -0.0942113664 -8.180067e-02
## 450 Kecimen -3.129403167 -1.3881524868  0.791038661  0.4514390941 -1.627122e-01
## 451   Besni  3.070152277  0.3595555422 -1.293129681  0.6146339894  3.353782e-02
## 452   Besni  1.896679736 -0.2396617828 -0.683322282  0.0615131786  1.823304e-01
## 453   Besni  0.697555009  0.2710436010 -0.870366494  0.0963814815  1.363519e-01
## 454   Besni  0.523611096 -0.2833828855  0.014978602 -0.1833324217  8.347573e-02
## 455   Besni -0.886207983  2.1973745016  0.658698601 -0.1390402345  6.123420e-02
## 456   Besni  3.403410197 -0.7713030237 -0.164566882 -0.1977464680 -1.389694e-01
## 457   Besni  2.682417247 -0.1407307396 -1.138418671  0.2593197657  6.267465e-03
## 458   Besni  1.655761419  1.4420122308  0.699509677 -0.1377890647 -2.636749e-02
## 459   Besni  1.570144371 -2.6620714890  2.330698843 -0.1370067817  1.866270e-01
## 460   Besni  0.890861787  3.6071948929  1.979680667 -0.0554407834  2.182928e-01
## 461   Besni  1.340036827  1.1661491345  0.510455364 -0.1521192461 -7.471963e-04
## 462   Besni -0.594927046  2.3244071217 -0.351373098  0.2782455577  1.387207e-01
## 463   Besni  2.664020820  0.6596370777 -1.627251427  0.8616432287  6.657500e-02
## 464   Besni -2.544649121 -0.6890988996 -2.496166329  0.2048577675 -4.119012e-02
## 465   Besni  2.293183603  2.0482705466  0.147729434  0.3881768301 -1.968959e-02
## 466   Besni -0.915048986  0.7004095647 -0.661455934 -0.0211220482  2.563517e-02
## 467   Besni  1.296855787  2.7832933192  0.625128805  0.2702058576  7.082041e-02
## 468   Besni  5.289947390  0.9253770453  0.158277803  0.4157967213 -4.438583e-01
## 469   Besni  4.343778546  0.1497901224 -0.014831078  0.0856988972 -2.173064e-01
## 470   Besni  5.784395789 -0.2946415849 -0.856869594  0.5891364605 -3.044976e-01
## 471   Besni -0.834689357  1.4743195047 -0.425056015  0.0203218223  3.180652e-02
## 472   Besni  1.546117199 -1.3471086477  0.445875108 -0.2926813318  6.034043e-02
## 473   Besni  1.193398958 -0.1883832299 -0.150882754 -0.1458662729  7.956989e-02
## 474   Besni  3.786911737  0.5109275719  0.689642307 -0.1647635115 -1.929973e-01
## 475   Besni  0.029480522  0.9641809454  0.181392209 -0.1469482522  5.111774e-02
## 476   Besni  4.492484100 -0.6478006762  0.589631755 -0.3438133842 -2.692260e-01
## 477   Besni  2.211150330  0.0015775736  0.318434462 -0.2185848420  2.497886e-02
## 478   Besni  1.137275128 -0.6742143436  0.818736192 -0.2774276747  1.576485e-01
## 479   Besni  2.483353258  1.4729785823  0.860692222 -0.1401565773 -1.289501e-01
## 480   Besni  5.660409708 -0.3323832106  1.991935990 -0.4692254977 -1.012193e-01
## 481   Besni  2.999114162  1.5677632396  0.827630895 -0.0174710085 -1.343299e-01
## 482   Besni -0.767144665 -0.5497277284  1.053648237 -0.0985636020  1.093098e-01
## 483   Besni  1.519983400 -0.9774254988 -0.337145422 -0.1370804660  1.322040e-01
## 484   Besni -0.208320894 -3.1075039114  1.681240325  0.2913010051  2.487884e-01
## 485   Besni  3.325322402 -1.8997909266  0.436167207 -0.2885910291  1.148434e-01
## 486   Besni  0.030682756  0.0020957536 -0.607281558 -0.0296952544  1.241363e-01
## 487   Besni  1.055977703 -0.7905054456 -0.137428550 -0.1360835211  1.666857e-01
## 488   Besni  9.528914641  2.6149479638  2.099985492  1.6056311374  5.796232e-01
## 489   Besni  0.485561333  0.5868572437 -1.503395336  0.3594051481  1.281021e-01
## 490   Besni  0.194402965  1.9551388307  0.493840961 -0.0899826530 -4.541255e-03
## 491   Besni  3.797847790 -2.4944320308  1.825772320 -0.5616383889 -1.420302e-01
## 492   Besni -0.337348262  0.8129862905  0.051461840 -0.1240093889  7.377642e-02
## 493   Besni  0.821856746  0.1029057916  0.474418485 -0.2261354618  1.055195e-01
## 494   Besni -0.508792466  0.9585528951 -0.430654515 -0.0118111169  7.133410e-02
## 495   Besni  0.001262612  0.5683745980 -0.812010844  0.0298532513  4.426327e-02
## 496   Besni  3.187542953 -0.1465103994 -0.029071759 -0.1081106432 -6.018029e-02
## 497   Besni  1.834824802  1.5438876509  0.283502593  0.0509763193 -2.336394e-02
## 498   Besni -0.411884150  0.8321638720 -0.365899322 -0.0305648706  7.922842e-02
## 499   Besni  2.377090761  3.1560045496  1.382575011  0.1999140343 -1.001985e-01
## 500   Besni  0.958116014  0.9897804165  0.530462864 -0.1790117880  4.437420e-02
## 501   Besni  2.315538514 -3.5980551031  1.780666806 -0.1946012994  9.209679e-02
## 502   Besni  4.101046423 -0.6878901167 -1.147796478  0.2688850042 -1.282866e-01
## 503   Besni -0.614173759  1.1509351490  0.435537609 -0.1617148199  3.595938e-02
## 504   Besni  2.964650711  0.3402968342  0.457875781 -0.1877635717 -6.558297e-02
## 505   Besni  0.687525449  2.9766001302  0.924400811  0.0626412928 -3.645185e-02
## 506   Besni  1.295056127  2.1430648499  1.144458058 -0.1642486147 -1.152635e-02
## 507   Besni  7.441486911  5.3282253320  3.025320054  2.0067482921 -5.417474e-02
## 508   Besni  5.720462848 -2.0240697528 -0.513047622 -0.2429467318 -4.925089e-01
## 509   Besni  2.950690461  2.3134858525  0.682031267  0.3130980859 -1.554989e-01
## 510   Besni  4.605496157  0.2795230746 -0.959584741  0.6999153256 -1.245899e-01
## 511   Besni  0.125552623  2.1055221321  1.013453545 -0.2099434863  2.051511e-02
## 512   Besni  0.146218262  1.9744162145  0.543068071 -0.0548702755  9.278775e-02
## 513   Besni  0.740187096 -0.7931107313  0.301393482 -0.1750330307  1.582330e-01
## 514   Besni  0.053040987  1.5609670206  0.347310440 -0.1148590519  3.415373e-02
## 515   Besni  3.920349884 -0.9879734379  0.036221558 -0.2830864410 -1.761371e-01
## 516   Besni  4.886684408 -1.8672397564  0.042152511 -0.3430260830 -2.434826e-01
## 517   Besni  5.749203855 -1.0312754289  0.006754908 -0.1051945143 -3.691100e-01
## 518   Besni  0.682630818  0.2244012221 -0.148983816 -0.1285456613  8.415508e-02
## 519   Besni -0.859890661  1.6408919998 -1.054432683  0.2487135158  7.917823e-03
## 520   Besni  0.061501432 -0.1922693206 -0.742996114 -0.0383980142  1.173586e-01
## 521   Besni  3.792478800  0.3276246986 -0.500391863  0.2789624688 -1.592966e-01
## 522   Besni  0.125735724  0.5574240001 -0.728307531  0.0570700355  1.216876e-01
## 523   Besni  4.781115339 -0.4297554065 -0.946431459  0.3810389413 -1.798930e-01
## 524   Besni  1.477043637 -0.0876062959 -0.803898198  0.0689765570  1.225556e-01
## 525   Besni -1.591500225  0.4882524725 -0.799781066  0.0121029048  2.506450e-02
## 526   Besni  1.822943308  1.1036205721 -0.164869889  0.1399203294  9.425553e-02
## 527   Besni -0.857963718  0.3244492620 -0.731286964 -0.0074895837  8.618469e-02
## 528   Besni  3.896260987 -0.7604016553  0.222401478 -0.2261211617 -9.858607e-02
## 529   Besni  2.038628464  1.3910324628 -0.106244811  0.2419639252  9.752993e-02
## 530   Besni -0.260684190  1.9478363100  0.950182210 -0.2018723316  5.848550e-02
## 531   Besni  0.640226822  0.9232345833 -0.181829875  0.0891157359  2.514474e-01
## 532   Besni  1.440752796  1.4369226565 -0.558963760  0.3675207157  8.733704e-02
## 533   Besni  0.142737992  1.2915698132  0.573974716 -0.1399978744  1.589188e-01
## 534   Besni  2.494352323 -0.7725768727 -0.073707419 -0.1398256127  1.425334e-01
## 535   Besni  4.152367409 -0.3640212532 -1.551003994  0.6105661606 -1.213552e-01
## 536   Besni -0.280160677  1.0224336924  0.225488180 -0.1564487160  6.359124e-02
## 537   Besni  0.624514817  4.0779980830  1.568748405  0.1603747078 -7.074444e-03
## 538   Besni -0.175478203 -0.3332412811 -0.877983296 -0.0333101987  1.303867e-01
## 539   Besni  3.358348237  0.4646337361  0.605435366 -0.1199267632  1.174934e-02
## 540   Besni  1.195322678  2.9149679655  0.996333694  0.1081377139  5.977178e-03
## 541   Besni  4.404762174 -0.6127407862 -2.148501872  0.8862237698 -1.544376e-01
## 542   Besni  5.332198719  0.0142728380  1.234560106 -0.3843743568 -4.278385e-01
## 543   Besni  2.968228006 -0.4016655793 -0.727858832  0.0908081950  1.543828e-02
## 544   Besni  1.548147249 -1.7495511925 -0.694663615 -0.0989136378  1.753165e-01
## 545   Besni  1.064352790  0.2118198761  1.038703628 -0.2530054078  1.802336e-01
## 546   Besni -0.781005600  0.9160138402  0.115488641 -0.0969420436  1.215233e-01
## 547   Besni  0.122790183 -0.9089749218  1.555507596 -0.1026142775  2.932492e-01
## 548   Besni  1.797366259 -0.6701481012  0.230577320 -0.1770229122  2.601351e-01
## 549   Besni  2.483197335  1.6542371729 -0.148248554  0.4360988733  1.927645e-02
## 550   Besni  0.651766691  0.4668670546 -0.972163273  0.1301305789  9.207215e-02
## 551   Besni  0.295553846  0.0434264370  0.363898581 -0.1434271693  1.835790e-01
## 552   Besni -0.790370976  0.2389395634 -0.879895403  0.0609163675  1.581595e-01
## 553   Besni  5.363353700 -3.0995966017  0.988262138 -0.5989591276 -3.142661e-01
## 554   Besni -0.014975916  0.3708558810 -0.420359635 -0.0435329814  1.043570e-01
## 555   Besni -0.368388486  1.0300529944  0.125851795 -0.1013636328  9.119684e-02
## 556   Besni  1.965024143 -0.3340158937 -0.038528586 -0.1413999334  1.493370e-01
## 557   Besni  0.765354559 -1.3338127321  0.180647277 -0.1951840393  1.212866e-01
## 558   Besni -0.078344968  2.0956563059  0.092318538  0.0258262429 -1.180256e-02
## 559   Besni -0.277117164 -1.9127277199  1.036462181  0.0053415116  1.673197e-01
## 560   Besni  2.686060806 -0.9957573340  0.799730744 -0.3766789673  5.707003e-02
## 561   Besni  4.394581584 -1.9375268306 -0.908691433 -0.1462416646 -2.199942e-01
## 562   Besni  2.944092948 -0.9201330176 -0.177985269 -0.1789650985 -8.408023e-03
## 563   Besni  0.433774555  2.1333989930 -0.160999785  0.2270324441  2.194196e-02
## 564   Besni  1.756340102 -0.1582375732  0.594869455 -0.2424425602  1.174310e-01
## 565   Besni  1.329189824  1.1540855548  0.123542346  0.0383046110  1.530244e-01
## 566   Besni  2.610718770 -0.4694285196 -0.371503401 -0.1094707130 -2.890161e-02
## 567   Besni  1.654308480  0.2762183504 -1.015236285  0.2200169965  7.820121e-02
## 568   Besni  3.507304724 -0.9502977070 -0.976661804  0.0533373764 -1.030902e-01
## 569   Besni  2.295014839  1.6844730180  0.774513854  0.0181038510  1.186811e-01
## 570   Besni  0.710746219  1.1266464275 -0.372677739  0.1180477479  1.519957e-01
## 571   Besni  1.172640160  0.0047270292 -0.434758594 -0.0042843870  2.536898e-01
## 572   Besni -0.233493013  1.1348169858  0.535525899 -0.2263543941 -5.164620e-03
## 573   Besni  0.455731394 -0.1502553011 -0.323200858 -0.1064734212  1.336904e-01
## 574   Besni  4.465199975  1.7829855429  1.099733387  0.1060690953 -3.769434e-01
## 575   Besni  5.747245236  1.4638508504  0.646404245  0.4861769806 -4.868679e-01
## 576   Besni  3.239729864  0.7008489644  0.769217259 -0.2171623380 -1.372046e-01
## 577   Besni  1.433973968  0.3783613300 -0.416334117  0.0555849020  1.509522e-01
## 578   Besni  2.499665568  0.0317784995 -0.527193261  0.0362943726 -3.051076e-02
## 579   Besni  2.414656261  0.4741685090  0.647211463 -0.2126585017 -4.286837e-03
## 580   Besni  2.811106502  2.6973111372  1.467523921  0.0312306215 -1.806666e-01
## 581   Besni  5.915339361 -1.6192135812 -1.044674747  0.1688801902 -3.132587e-01
## 582   Besni  5.485182368 -2.5374385185  0.017240218 -0.4357354192 -3.909432e-01
## 583   Besni  3.131100802 -0.6282711048 -0.869865166  0.0644341919 -4.168931e-02
## 584   Besni  2.045506072 -0.7570952603 -0.422664873 -0.1362099395  4.557843e-02
## 585   Besni  1.004998350  0.6045573949  0.118806358 -0.1022239594  1.042719e-01
## 586   Besni -1.365314118  0.1371597064 -0.978972399  0.0300050807  5.846530e-02
## 587   Besni  4.014733238 -0.4765663991 -0.461182857  0.1044917591 -1.180420e-02
## 588   Besni  0.642067950 -1.1226105274  0.321605352 -0.1599587492  1.929927e-01
## 589   Besni  1.620834603 -0.0103629436 -1.188771155  0.2222123093  1.176434e-01
## 590   Besni  1.363216592  0.0274794232 -0.958507505  0.1583484254  2.196503e-01
## 591   Besni  4.348218637 -2.0609206769  0.511035449 -0.4321084118 -1.106386e-01
## 592   Besni  1.155994695 -0.6765662646 -0.521329891 -0.1206824178  9.531953e-02
## 593   Besni  2.618152304  0.9042721909 -0.338352496  0.2582463385 -1.612994e-02
## 594   Besni  1.976259306 -0.5542389994 -0.416739764 -0.1258934095  5.142920e-02
## 595   Besni  2.742651377  0.3828403623 -0.052257581 -0.0016479192  3.666189e-03
## 596   Besni  0.072253015  0.9306371547 -1.195296475  0.2878087563  1.426326e-01
## 597   Besni -1.704948620 -1.3016211774  0.440185518  0.0950931896 -2.000508e-03
## 598   Besni  1.147889100 -0.8730408669 -0.463399022 -0.1390853638  9.519479e-02
## 599   Besni -0.137397907 -1.2056966463  1.159178012 -0.1375795040  9.827297e-02
## 600   Besni  3.606028275  1.0038165053  1.435417451 -0.3395447163 -1.782190e-01
## 601   Besni  0.859666407  3.0960814151  1.002854983  0.0895322704 -2.770181e-02
## 602   Besni  2.304640400 -0.4366503075  1.497183057 -0.4060924153  8.918993e-02
## 603   Besni -0.289535191  1.0385690969 -1.211782519  0.2473356174  9.337756e-02
## 604   Besni  2.573823470 -0.6607272528 -0.389733709 -0.1184569791  4.797669e-03
## 605   Besni  0.902385628  0.3433774147  1.146484947 -0.3408540254  6.581530e-02
## 606   Besni  4.241612533 -0.0347750124  0.091247426 -0.0781617745 -2.890431e-01
## 607   Besni -0.352948430  0.6080484202  1.389253417 -0.2607519571  9.462819e-02
## 608   Besni -1.365526244  2.2936378152 -0.082452498  0.0156378582 -2.758526e-02
## 609   Besni  1.225663424  0.3189340836 -1.178048602  0.3234697277  2.515614e-01
## 610   Besni  2.129533486  1.2058660214  0.178647402  0.0863448873  4.540788e-02
## 611   Besni -0.144387983 -0.3611237412  0.226948488 -0.1944539526  6.923978e-02
## 612   Besni -0.692908945  0.9118419027  0.102944059 -0.1710432649 -2.218672e-02
## 613   Besni  2.438301169  0.3734845245 -0.839537665  0.2521162271 -2.138532e-02
## 614   Besni  1.567827083 -0.9916419030  0.131815449 -0.2040927196  1.441440e-01
## 615   Besni -1.567719092 -0.3240324831  0.487401740 -0.0619526779 -2.053341e-02
## 616   Besni  0.991783563 -1.3513381849 -0.501118427 -0.1276126710  1.519954e-01
## 617   Besni  5.138040616 -2.6243973092  0.135858100 -0.4856358352 -3.405921e-01
## 618   Besni  2.147660072 -0.9512965852  0.156823094 -0.2858502305  2.088230e-02
## 619   Besni  1.120805097 -0.3899212876 -1.028189385  0.0310752741  1.140158e-01
## 620   Besni  1.521612153  0.7783736352 -0.539617116  0.1463745830  5.364772e-02
## 621   Besni -0.228209552  0.5315570248 -0.428032921 -0.0086804405  1.338090e-01
## 622   Besni  3.153318494  1.3405106170  0.280033283  0.2304915089  1.630423e-02
## 623   Besni  5.289696783 -1.7878057306 -1.136549682  0.0739892715 -2.954568e-01
## 624   Besni  3.055623938  0.7000696593 -0.977307876  0.5496610118 -4.368876e-02
## 625   Besni -0.343277972  1.5310416378 -0.034648674  0.0406796741  1.633907e-01
## 626   Besni  0.793480653  0.5125135239 -0.199844685 -0.0630400395  1.107434e-01
## 627   Besni  1.321791166  0.7722701528 -1.143726494  0.4184618109  1.562089e-01
## 628   Besni  0.884110720 -1.0025828189 -1.201485136 -0.0083490853  1.200076e-01
## 629   Besni  1.004261359 -0.6834902405 -0.246340752 -0.1162386142  1.621080e-01
## 630   Besni  0.120848417  0.6411285622 -0.222443065  0.0118166384  1.959227e-01
## 631   Besni  0.784963457  0.1625646837  0.091187206 -0.1698832021  9.652225e-02
## 632   Besni  0.593727853  1.1309331543 -0.361253723  0.0929492277  9.840475e-02
## 633   Besni -0.003825498  0.2726309286 -0.771427919  0.0283743044  1.212860e-01
## 634   Besni -1.730444297  0.9640819660 -0.762084480 -0.0168017203 -5.407522e-02
## 635   Besni  4.559915937 -0.1459599170 -1.544561879  0.7995248468 -1.505249e-01
## 636   Besni -0.966085346 -0.4059339961 -0.292831022 -0.0645054952  9.806881e-02
## 637   Besni  0.926772802 -0.9287116433 -0.999910618 -0.0421554209  1.083822e-01
## 638   Besni  3.882175384 -0.7709390220 -0.913414601  0.1581408129 -5.949879e-02
## 639   Besni  0.904113708  0.3064117322  0.017612692 -0.1574823019  5.366869e-02
## 640   Besni -1.342008088 -1.3813429771  0.841772702  0.3213848145  3.790869e-01
## 641   Besni  0.531865765  1.4208865538  0.093829482 -0.0172527303  5.217047e-02
## 642   Besni  2.409326874 -0.5516209765 -0.825607747  0.0108382966  2.282815e-02
## 643   Besni -0.237102611 -0.1701564469 -0.596771663 -0.0762868309  1.098508e-01
## 644   Besni  1.131886977 -0.0059332250 -0.521848080 -0.0581110773  7.196016e-02
## 645   Besni  1.688998321 -1.5872675477 -0.244512852 -0.1929264194  1.386601e-01
## 646   Besni  1.511020306 -0.5793912954 -0.122410614 -0.2001451274  5.912539e-02
## 647   Besni  0.117918316  0.2584376731 -0.913880099  0.0209072631  6.511681e-02
## 648   Besni -0.338935585  1.0750335837  0.332883523 -0.1870088132  1.111491e-05
## 649   Besni -0.621264099  0.3955702748  0.458391226 -0.2032906474  2.676083e-02
## 650   Besni  1.341009421 -0.7939603074 -0.418834676 -0.1439703763  7.863134e-02
## 651   Besni  5.107298298 -1.9755814590 -0.862260781 -0.1448195739 -3.699758e-01
## 652   Besni  1.217491455  0.7920304496  0.018800149 -0.0299691122  1.162703e-01
## 653   Besni  0.832375817  0.6439493492 -0.150140553 -0.0869332030  4.767236e-02
## 654   Besni  0.854790328  0.5212287753 -0.749519933  0.0898369311  1.055051e-01
## 655   Besni  4.345705213 -0.4432337237 -0.309701714  0.0116166407 -2.202732e-01
## 656   Besni -1.036039506 -0.2266307511 -0.060569024 -0.0981116013  3.161870e-02
## 657   Besni  4.221293456 -0.3266731923  1.481187749 -0.5837373004 -2.828803e-01
## 658   Besni  5.415616330 -0.4444765285 -0.872307777  0.4065795214 -3.787395e-01
## 659   Besni  0.266639380 -0.4528836606 -0.029804131 -0.1583582467  1.216952e-01
## 660   Besni -0.019678335  1.0334061540  0.309233928 -0.1496396227  6.463472e-02
## 661   Besni -1.820733943  0.7127119033 -0.685581851 -0.0291138173 -4.627301e-02
## 662   Besni  3.545420476  0.0409821222  0.391609519 -0.1324684690 -1.184540e-02
## 663   Besni -2.996100896 -0.2330420160 -0.123889482  0.0906580687 -2.218471e-01
## 664   Besni -0.097499891  0.7645984357 -0.047763462 -0.1037384718  7.963974e-02
## 665   Besni  1.449716631  1.0071723131 -0.663638532  0.3000528921  1.362942e-01
## 666   Besni -0.143412608 -0.5989202478  0.267649617 -0.1329792654  1.400725e-01
## 667   Besni  4.336608081 -1.9010741351  0.111804533 -0.3882614240 -2.103698e-01
## 668   Besni  1.044408493 -0.7991689833 -1.182350844  0.0575486863  2.145182e-01
## 669   Besni  6.038757971 -0.8276075312 -0.870782837  0.3643234042 -4.468562e-01
## 670   Besni  0.479439818 -1.0278572448  0.689194549 -0.1624130749  1.884913e-01
## 671   Besni  3.856140669 -0.2519547796 -1.105632912  0.3822533008 -6.771098e-02
## 672   Besni  5.108712440 -0.0803569564 -0.284848873  0.2490975660 -2.617954e-01
## 673   Besni  0.849808786  0.9500705587 -0.298360512  0.0550862733  1.116930e-01
## 674   Besni  1.061008982  1.5041747239  0.712088240 -0.1344154665  6.473736e-02
## 675   Besni -0.416972800  1.0101923473 -0.449483769 -0.0457826041 -1.961840e-03
## 676   Besni  1.536022202  0.5940531842  0.069940763 -0.0712391133  8.497506e-02
## 677   Besni -1.840436503  1.2087074473  0.298534875 -0.1595106171 -4.503512e-02
## 678   Besni  3.179580315 -0.2440778798 -0.877668648  0.1702236710 -7.825609e-02
## 679   Besni  4.704683346 -1.4910644922  0.078608050 -0.3070289513 -2.385283e-01
## 680   Besni  2.450427510 -0.1849814521 -1.273021097  0.3163536819  8.963521e-02
## 681   Besni -0.724045011 -0.9465020128 -0.301320350 -0.0455956264  1.212635e-01
## 682   Besni  3.851248702 -0.0919535292 -0.875594851  0.3018542747 -1.664598e-01
## 683   Besni  1.822044360  3.4009028533  1.309873841  0.2324837213 -7.438123e-02
## 684   Besni -1.275578747  0.3292763230 -0.501704334  0.0001817087  1.144698e-01
## 685   Besni  0.244074132 -0.1211934838 -0.829143350  0.0082191218  1.586355e-01
## 686   Besni  0.700799245 -1.3841111315  0.720802380 -0.1970909141  1.805875e-01
## 687   Besni -1.279224973  0.0986541661 -0.577250613  0.0462825114  1.619896e-01
## 688   Besni  2.642560857  0.8422719376 -0.660135370  0.4019454259  3.000604e-02
## 689   Besni -1.851757581 -0.4691876785  1.688719020  0.0960779366 -9.890767e-04
## 690   Besni  0.319046249  1.1621352910  0.308710905 -0.1439035008  2.486342e-02
## 691   Besni  0.448874325  1.9181237495  0.568197428 -0.1144495473 -3.088605e-02
## 692   Besni  3.096727796  1.5366303855  1.215285281 -0.2239073474 -2.190344e-01
## 693   Besni  2.575253037 -0.2384659494  0.833622470 -0.2278950093  3.824370e-01
## 694   Besni -2.089992800  0.7443761377  0.097295754 -0.0533812962 -5.077182e-02
## 695   Besni  6.988994213  2.6880341790  2.359524618  0.7234914291  6.401317e-01
## 696   Besni  0.327391347  1.6139759709  0.813219463 -0.2169206660  2.953831e-02
## 697   Besni  0.221656724 -0.4173407739 -0.118207633 -0.1596512066  1.108965e-01
## 698   Besni  0.012155373 -1.5868446689  0.826242363 -0.1145119784  1.032403e-01
## 699   Besni  0.391957398 -0.1986337630 -0.310586315 -0.1456748415  7.128679e-02
## 700   Besni  2.358339250  0.7759228965 -0.402602519  0.2143693792  5.768251e-02
## 701   Besni  1.933449995 -0.1736410259 -1.167485855  0.2275539214  1.586063e-01
## 702   Besni  3.193759233 -1.6021097256 -0.810200841 -0.1586196773 -8.614520e-02
## 703   Besni  3.582571526  0.1316637005 -0.845033233  0.3825484419  1.264377e-02
## 704   Besni  2.820146786  0.9365317021  0.569437958 -0.0948817457 -3.559514e-02
## 705   Besni  2.664087919  1.7314279239  0.240579534  0.2691152418 -6.872048e-02
## 706   Besni -0.125608890  0.6326994388 -0.352614634 -0.0511560974  1.268487e-01
## 707   Besni -1.567333010 -0.3704885078 -0.452586099  0.0200142936  6.753671e-02
## 708   Besni  0.625883581 -0.4374568075 -1.033419361  0.0467704296  1.854944e-01
## 709   Besni  6.500561728 -1.7178752292 -0.786286725  0.0290042620 -5.868571e-01
## 710   Besni  1.219774303 -0.2009822360 -0.008127337 -0.1623433390  1.126652e-01
## 711   Besni -1.046591561  2.0165980038  0.043864640 -0.0770149978 -6.949917e-02
## 712   Besni  5.449905342 -2.2910306160 -0.316814389 -0.3513912691 -4.252050e-01
## 713   Besni -0.001188612  1.4656929954 -0.652029889  0.2166855993  1.187061e-01
## 714   Besni  1.118102625 -0.1517616989 -0.720239984  0.0106929261  1.330932e-01
## 715   Besni  0.420564221  2.1688442467  0.906896157 -0.1286017236  6.453208e-02
## 716   Besni  0.592260830 -0.6424000645 -1.424453346  0.0654174742  1.090592e-01
## 717   Besni  1.259150920  2.1682161316  0.110938253  0.3212620791  1.446489e-01
## 718   Besni -1.654667513  0.0505349794 -0.832125869 -0.0312315305 -3.756111e-02
## 719   Besni  0.043121588  0.1905310894 -0.934356550  0.0519816508  1.192899e-01
## 720   Besni  1.476170269  0.3950396202 -0.221041133 -0.0277606274  8.184623e-02
## 721   Besni -1.155391001  0.1769767869  0.305659895 -0.1204343669  2.324286e-02
## 722   Besni  0.532049460  0.7002460258 -0.675903760  0.0795471848  7.901314e-02
## 723   Besni  2.325745254 -0.4670188240  2.144535376 -0.2960262983  3.423055e-01
## 724   Besni  0.652288046 -1.1846991047 -0.276007289 -0.1348261920  1.391903e-01
## 725   Besni  0.586943861 -0.1785084635  0.012562477 -0.1580332584  1.188311e-01
## 726   Besni -0.210410105  0.6300666313 -0.469929707 -0.0287217456  7.752697e-02
## 727   Besni  0.116346884  0.1727023130 -0.181331064 -0.1192693823  1.349575e-01
## 728   Besni  1.705126160  0.8687617022 -0.336892218  0.1088799508  3.003688e-02
## 729   Besni -1.845501461  0.7260201719  0.614008435 -0.1334598893 -3.435007e-02
## 730   Besni -0.249259308  0.3890608348  0.567225479 -0.1743595980  1.045793e-01
## 731   Besni  0.385543883  1.4629488549  0.513205674 -0.1834791287 -2.508803e-02
## 732   Besni -0.158308094 -0.1108480389  0.713569279 -0.2202735378  8.522330e-02
## 733   Besni  1.180639981  2.3529469850  0.907215469 -0.0114620585  2.671027e-02
## 734   Besni  0.979132814 -0.3460007802 -0.836515003 -0.0322825237  7.618889e-02
## 735   Besni  0.706941544  0.1478094974  0.212158014 -0.2467428901  7.104955e-03
## 736   Besni  2.117242011  0.0273790264  1.207241859 -0.3509411340  1.087459e-01
## 737   Besni  1.854322999  0.8584352077  1.111121765 -0.2754294542  4.902009e-02
## 738   Besni -2.312112869  0.2434248046  0.526323274 -0.0058423465 -6.523906e-02
## 739   Besni  4.035208712 -0.9713316041 -0.372631460 -0.0889655313 -1.108698e-01
## 740   Besni -0.040197901  0.1587073168 -0.278654747 -0.0774089668  1.278666e-01
## 741   Besni  1.704611751  2.2069234879  0.893422897  0.0106750042 -8.912395e-03
## 742   Besni  2.220460099  1.8341024069 -0.558955723  0.6710040289  2.873415e-03
## 743   Besni  1.383609493  0.2796771590 -1.089369849  0.2191379649  1.016909e-01
## 744   Besni  1.055199228 -0.1586979845 -0.334166846 -0.0258347534  2.055842e-01
## 745   Besni -1.888911186  0.8715435584  0.683959442 -0.1372882187 -5.823110e-02
## 746   Besni -0.221411546  0.4951048316 -1.268682930  0.1689320381  1.152311e-01
## 747   Besni  2.482930352  2.1304273810  0.951441659  0.1055143643  3.153008e-02
## 748   Besni  3.313533798  0.3442073333 -1.307968410  0.6680368081 -2.692693e-04
## 749   Besni  0.472035697  1.4310699685  1.501439912 -0.1910659330  3.453296e-01
## 750   Besni  0.716996531  0.4013799309 -0.286733347 -0.0659149274  9.557239e-02
## 751   Besni  1.070876340  0.0628353224  0.365967118 -0.2405976564  3.982903e-02
## 752   Besni  4.702546872 -1.3020699129  0.199000097 -0.2888682161 -2.154424e-01
## 753   Besni -2.069227729  0.5351395393 -0.971666243  0.0397730155 -3.433332e-02
## 754   Besni -0.162136842  1.1352842484  0.109628606 -0.1213994091  5.274791e-02
## 755   Besni  1.933530090  2.4967983841  1.184830036  0.0344240170  6.261807e-02
## 756   Besni  4.421404316 -0.5138756430 -0.841015220  0.2289391663 -1.964768e-01
## 757   Besni  3.217259315 -1.1764560345  0.467412961 -0.3168081735  2.948783e-02
## 758   Besni  0.785673897  0.5986633484 -0.332971828 -0.0202023409  8.657075e-02
## 759   Besni  0.589098439 -0.2336647114  1.824266130 -0.3141566261  1.801904e-01
## 760   Besni  2.194199753 -1.2024330607 -0.272668235 -0.2351891198  1.569087e-02
## 761   Besni  2.556813733 -0.3751148731  0.396445123 -0.2402030220  7.744060e-02
## 762   Besni -0.944143119 -0.0706238531 -0.347967062 -0.0070644768  1.619877e-01
## 763   Besni  1.343123450  1.1741337962  0.784170665 -0.2679564772 -6.942890e-02
## 764   Besni  1.407062140  0.9254665884  0.647336098 -0.2279387230 -8.425923e-03
## 765   Besni -0.399371130  0.7093790957  1.071812463 -0.2373926211  8.748021e-02
## 766   Besni  2.035233612  0.2813334991 -1.000592227  0.2375484840  1.141578e-02
## 767   Besni  0.123420916  0.1754595173 -0.311052854 -0.0616441977  1.315309e-01
## 768   Besni  2.862633224  0.2735853364 -1.346666101  0.5335429740 -1.188420e-02
## 769   Besni  4.861682714  1.6031068712  0.904819703  0.2158476690 -3.914065e-01
## 770   Besni  4.911122677 -2.5739794837  0.071436898 -0.5033980913 -3.846338e-01
## 771   Besni  2.216947858 -0.9854377022  0.528460735 -0.3291862035  5.223733e-02
## 772   Besni  4.268268427 -1.9949582556 -0.509046685 -0.2448433206 -1.845897e-01
## 773   Besni -0.671722340  2.0227789573  0.045153558  0.0276922096  6.333750e-02
## 774   Besni  1.082772559 -0.7149746277 -1.302116388  0.0446401810  8.928070e-02
## 775   Besni -0.078164109  1.7365880486 -0.552040761  0.2315202951  8.973639e-02
## 776   Besni  0.061024132 -0.9329684274 -0.723317859 -0.0321491164  1.761288e-01
## 777   Besni  4.016487756 -1.3768882773 -1.090876828  0.0680824966 -8.480899e-02
## 778   Besni  4.444321343 -1.9608039083  0.907077824 -0.5362322509 -2.372185e-01
## 779   Besni  3.366828225 -0.1112076531  0.059650019 -0.1199319069 -2.216478e-02
## 780   Besni  1.115372169  0.6549230699 -0.470336606  0.0083447304  9.169765e-03
## 781   Besni -0.717930669  0.4705044186 -1.023278465  0.0535137219  6.962113e-02
## 782   Besni  4.068807573 -1.1276988493 -0.363424698 -0.1684993844 -1.968934e-01
## 783   Besni -1.981488675  1.2122286930 -1.234533089  0.1245937842 -3.173380e-02
## 784   Besni  1.076413566  0.1746111658 -1.281668231  0.2176967250  9.063457e-02
## 785   Besni -0.109517260  0.2883310054 -1.095825485  0.0834032922  1.053096e-01
## 786   Besni -1.351885780  0.0245374762 -0.120170448 -0.0578223301  5.953451e-02
## 787   Besni  3.020510193 -0.3066248433 -0.522123712  0.0239721058 -4.721606e-02
## 788   Besni  1.254816418  0.2125480888 -0.233283980 -0.0398799823  1.594759e-01
## 789   Besni  2.073287069 -0.5063254371 -0.635060571 -0.0504711219  2.931692e-02
## 790   Besni  0.043729551 -0.3819300410 -0.585480753 -0.0796018853  1.248305e-01
## 791   Besni  1.025479964 -1.2228733426 -0.776895046 -0.1113893494  9.861365e-02
## 792   Besni  2.899324501 -0.2471920834  0.071206456 -0.0509127730  1.575842e-01
## 793   Besni  0.312726432 -0.4349565191 -0.957251112 -0.0096305985  1.290954e-01
## 794   Besni -0.241229644  1.5628399422 -0.353559140  0.0378935695 -8.871764e-04
## 795   Besni  1.131647704  0.4873329642  0.189314124 -0.1706429921  5.890079e-02
## 796   Besni -0.285913633  1.8480178502  0.335097335 -0.0311312490  1.259579e-01
## 797   Besni  0.050791993 -0.7995844756  0.353317842 -0.1261395638  1.608616e-01
## 798   Besni  0.541798194  1.2733065062  0.478846717 -0.1946923205 -1.186482e-02
## 799   Besni -1.060699344 -0.6803050302 -0.027863426 -0.0629718041  5.637563e-02
## 800   Besni  0.098223491 -0.8012579548 -0.326999892 -0.1353761912  1.256548e-01
## 801   Besni  2.824315662 -0.3676536464 -1.111708175  0.2028581681  3.318015e-03
## 802   Besni  3.703005261 -1.8617412876 -0.448842381 -0.2623862342 -1.298165e-01
## 803   Besni -0.089863563  4.0787584273  1.371019133  0.0823529511 -1.059149e-01
## 804   Besni  3.055857781 -1.1185293952 -1.743541751  0.2888930625  3.590245e-02
## 805   Besni  6.325069982 -2.1390041834 -0.299982660 -0.3162086730 -6.065681e-01
## 806   Besni -1.378241750  1.9071461886 -0.524916542  0.0584650044 -4.335536e-02
## 807   Besni  3.200822916  0.9865542579  0.282994333  0.0659190591 -1.256159e-01
## 808   Besni -0.499496031  0.3204239588 -0.019511903 -0.1939360141 -2.441626e-02
## 809   Besni  0.572691595  0.1669465278 -0.528973442 -0.0064961634  1.506168e-01
## 810   Besni  0.903261622  0.5472874036 -1.199555443  0.2661801002  1.076545e-01
## 811   Besni  2.092370250  0.5869373213  0.295662872 -0.1606293882 -3.312507e-02
## 812   Besni  0.189576676  0.4908199672 -1.219695545  0.1754127404  8.663807e-02
## 813   Besni  7.128640027 -0.8487483994 -0.131119349  0.0838859888 -7.876603e-01
## 814   Besni  4.023984809  1.5048368624  0.546387386  0.3650109544  4.210139e-02
## 815   Besni  0.386640824  1.4471734676 -0.573623869  0.2216482748  1.557142e-01
## 816   Besni  1.725737896 -0.1088847946 -0.360773888 -0.0712386236  6.417022e-02
## 817   Besni -1.182814898  0.1792830147  0.180838238 -0.1213676114  1.462972e-02
## 818   Besni -0.163795674 -1.1063554986 -0.120402441 -0.1241042151  9.792396e-02
## 819   Besni  0.557234723  0.0172017415 -1.031624981  0.0418819033  7.105651e-02
## 820   Besni -0.182659382  1.0757226041 -0.402879404 -0.0204285432  5.674562e-02
## 821   Besni  3.583478279 -1.6899708921 -0.951924786 -0.1163364785 -1.093537e-01
## 822   Besni  1.910119251 -0.6064039928 -0.490212104 -0.0784447905  1.252978e-01
## 823   Besni -1.397373734 -0.2639991535 -1.979248612  0.1339430559  2.908614e-02
## 824   Besni  1.101607493 -0.3538016155 -0.203010146 -0.1699770423  1.019490e-01
## 825   Besni  1.296895247 -0.6350849159 -0.438854665 -0.1469059664  8.783162e-02
## 826   Besni -1.624535758 -0.5829764969 -0.246047478 -0.0097245055  8.372423e-03
## 827   Besni -2.265215919  0.3152635224 -1.352610367  0.0568379951 -8.469915e-02
## 828   Besni -1.315583784 -0.2063808440  0.243957243  0.0378750152  1.796577e-01
## 829   Besni  0.065097974 -0.0245404733  0.650606584 -0.2343777743  1.706557e-01
## 830   Besni  2.718592225  3.0172088681  1.258843034  0.2245082219 -1.908658e-01
## 831   Besni  2.054303867 -0.7815448162 -0.477542836 -0.1020326730  8.269682e-02
## 832   Besni -2.671785399 -0.8860955956  1.814569009  0.3260744296 -1.509373e-01
## 833   Besni  0.029936306 -0.1080932213  0.148698978 -0.0902026445  1.974883e-01
## 834   Besni -0.528461107 -0.9279209773  0.382701127 -0.0093487018  2.039192e-01
## 835   Besni  3.204017996  0.3431623084 -0.131661479  0.0310459754 -1.132808e-01
## 836   Besni  0.617939396  1.6648420463  0.049672145  0.0703864526  1.016616e-01
## 837   Besni  7.478838503  4.6084239850  2.786821218  1.7117961237  1.777830e-01
## 838   Besni  2.935991790 -0.8586480163 -0.855046788  0.0062607281  2.816553e-02
## 839   Besni  0.021478631 -1.6943308630  0.433637552 -0.0645776154  1.496527e-01
## 840   Besni -1.184122709 -0.2796335497  1.067135374 -0.0907444057  4.090532e-02
## 841   Besni -2.420897440 -0.4895949928 -0.464780791  0.0863063832 -7.632603e-02
## 842   Besni  0.234480252 -1.0515465779 -0.249867564 -0.0915547935  1.883700e-01
## 843   Besni  0.958255234 -0.0526758532  0.306633329 -0.1715705023  2.158155e-01
## 844   Besni  0.573301415 -0.0167485912  0.259240027 -0.2040590055  7.813753e-02
## 845   Besni  0.572330322 -1.2000557253 -1.206640491  0.0219823709  2.286811e-01
## 846   Besni  3.392116991 -0.5649884310 -0.317478006 -0.0800202878 -6.596865e-02
## 847   Besni -0.709670912 -0.5341418075 -0.369178452 -0.0654256043  1.072618e-01
## 848   Besni  4.112407819 -1.3455515602 -0.559149978 -0.0979444031 -9.835131e-02
## 849   Besni  0.427507362 -1.2419514881  0.527774229 -0.2163564425  8.286405e-02
## 850   Besni  0.617557725 -1.7705697351  0.930499182 -0.1072028092  1.971960e-01
## 851   Besni  1.382815359  1.4737802462 -0.084344705  0.1437667167  5.247978e-02
## 852   Besni -0.645388855  0.4577870637 -0.470332981 -0.0724227443  3.431532e-02
## 853   Besni -0.542322280  1.1913650941 -0.950601166  0.1183870834 -8.755883e-03
## 854   Besni  2.326113044  0.5438417732  0.113141789 -0.1012802150 -5.015120e-02
## 855   Besni -0.343909483  1.5437253319 -0.220339967  0.0220146665  8.966890e-02
## 856   Besni  5.414001215  0.6391349186  1.198965915 -0.1085215706 -3.016960e-01
## 857   Besni  3.587816203 -2.1622561606 -0.445907188 -0.2518693125  2.721453e-02
## 858   Besni  1.681821607 -0.2770791479  0.757250968 -0.3972231561 -5.681602e-02
## 859   Besni -1.249942414  0.9264542697 -1.237925098  0.1378456103  7.185088e-02
## 860   Besni  2.737685113  0.0184916365  0.293758065 -0.1995402410 -4.984736e-02
## 861   Besni  3.882801770 -1.2834566093 -0.550525296 -0.1665778687 -2.033866e-01
## 862   Besni -2.155503662 -0.9393334059  1.507059258  0.2001386362 -7.977326e-02
## 863   Besni  0.884724832 -1.2187409702 -1.188077790 -0.0258470085  1.222022e-01
## 864   Besni -0.652786245  2.1473360767  0.326661676 -0.0666758138  1.064489e-02
## 865   Besni  2.522405849  0.4638429397  0.591338138 -0.2263605746 -6.524003e-02
## 866   Besni  3.430659622 -1.3878598020 -0.620608681 -0.1253179339 -2.581287e-02
## 867   Besni  6.581184302 -1.3714253092 -0.457017820 -0.0410182529 -7.011548e-01
## 868   Besni -0.795440846  1.1074294697 -1.159815672  0.1790095059  4.685186e-02
## 869   Besni  2.959869739 -0.7320951853 -1.193850364  0.1691372325  1.682996e-02
## 870   Besni  0.001651026  1.4999650779 -0.116468844  0.0396050550  1.478251e-01
## 871   Besni  4.637884578 -1.0400734583 -1.431767729  0.3018311369 -3.061388e-01
## 872   Besni  1.151884499  0.3644192369 -0.444814380 -0.0335238105  4.708675e-02
## 873   Besni -1.198065694 -0.5103024977  0.321292173 -0.0625505198  9.596510e-02
## 874   Besni  0.665281891 -0.0299886254  0.210568883 -0.1752842795  1.189726e-01
## 875   Besni  0.705842816 -1.1344838225 -1.205773584 -0.0327077810  1.322402e-01
## 876   Besni  0.397096262  0.7072488556 -1.336343644  0.2817048595  9.345315e-02
## 877   Besni  2.149179698  0.8763308953 -0.135660001  0.1332882190  9.458626e-02
## 878   Besni  2.158994580 -0.3743275358  0.274431129 -0.2341173724  8.626186e-02
## 879   Besni  3.562259367 -0.6601107849 -0.951055122  0.1361731133 -9.816147e-02
## 880   Besni  0.253963537  1.7514262818  0.098087318  0.0536367387  1.047631e-01
## 881   Besni  6.043016652 -4.4631798598  2.732392233 -0.3752573870 -3.958143e-02
## 882   Besni  3.440207831  0.6667288929  0.551535767 -0.1254045333 -1.791975e-01
## 883   Besni  1.306786105  0.0128444377  0.178318126 -0.2019034908  6.067062e-02
## 884   Besni  4.060524502 -1.6715639312 -0.677635973 -0.1840141349 -2.025094e-01
## 885   Besni  1.337817949 -0.4003536850 -0.584494890 -0.0797344788  9.510209e-02
## 886   Besni -1.748576448  1.3934414850  0.443765369 -0.2026542951 -1.248194e-01
## 887   Besni  2.648973008 -1.7798932382 -0.432113384 -0.2304677890  1.852582e-02
## 888   Besni  0.676346417  0.6800443203 -0.722675649  0.1108499303  9.491179e-02
## 889   Besni -1.106787095 -0.5383171045  0.538959657 -0.0590133379  1.022187e-01
## 890   Besni  0.061387145  2.2033824097  1.050057001 -0.2312420834  5.225147e-02
## 891   Besni  0.315353248  0.9473289880 -0.401645239  0.0439176638  9.663179e-02
## 892   Besni  0.889175659 -1.2048764620 -0.538703325 -0.1711923468  5.891116e-02
## 893   Besni  3.631705071  1.5765735575  0.964421326 -0.0035674372 -1.965903e-01
## 894   Besni  4.911081171 -0.7927203130 -0.081677975 -0.1703730354 -3.981504e-01
## 895   Besni  1.770735545  0.9053032688  0.916394986 -0.2421238514  5.434146e-02
## 896   Besni -0.114564832  0.6942593928  0.129841786 -0.1877050250 -6.606064e-03
## 897   Besni  0.273425113  0.9534036730  0.696102083 -0.2166830160  1.077767e-01
## 898   Besni  0.682071808 -1.3074715904  0.091681470 -0.0667781298  2.627793e-01
## 899   Besni  0.648049242  0.9787039606  0.091362683 -0.0805587589  7.798299e-02
## 900   Besni  0.487283856  2.1069448641 -0.191834014  0.2657459066  6.281299e-02
##               PC6           PC7
## 1   -1.305046e-02  3.705580e-03
## 2   -1.380135e-02  5.668952e-03
## 3    4.339440e-02  7.204504e-03
## 4   -4.226070e-02  1.337909e-02
## 5    5.243930e-02  6.945311e-03
## 6   -3.884966e-02 -8.369549e-03
## 7   -5.880875e-02 -8.687680e-03
## 8    3.115537e-02 -2.543010e-02
## 9   -8.258097e-02 -1.159409e-02
## 10   6.607401e-02 -3.387407e-02
## 11   1.075229e-02  4.964939e-03
## 12  -5.084127e-02 -1.408029e-02
## 13  -3.862778e-02 -8.098964e-03
## 14   9.470629e-02  1.889423e-03
## 15   5.094403e-03  3.294537e-03
## 16  -1.602883e-01  9.652409e-03
## 17   6.687772e-03 -1.161229e-03
## 18   3.247134e-02 -2.347041e-02
## 19  -5.956187e-02 -1.970038e-02
## 20   4.989608e-02 -1.123040e-02
## 21  -2.116256e-02  1.533124e-02
## 22  -1.962487e-02 -1.401069e-02
## 23   6.781869e-02 -2.566727e-02
## 24   1.493954e-01  1.588188e-02
## 25   1.049483e-01 -3.481568e-02
## 26   2.686192e-02 -2.959011e-03
## 27   7.986630e-02 -1.062828e-02
## 28  -1.162557e-02  7.378148e-03
## 29   1.102665e-01  3.769008e-03
## 30  -2.167916e-02 -2.716843e-02
## 31   3.425868e-02 -7.848917e-03
## 32  -1.022136e-01 -3.045854e-03
## 33  -5.710045e-03  1.861328e-02
## 34  -2.615960e-02 -2.745236e-03
## 35   7.851701e-02  7.146069e-02
## 36  -1.542483e-02  1.870540e-02
## 37  -2.289061e-02  2.414915e-02
## 38  -1.839574e-02  1.538568e-02
## 39   2.170918e-02  4.050695e-03
## 40  -2.881798e-03 -2.140447e-03
## 41  -5.876135e-03  2.399087e-02
## 42   2.795667e-02 -4.070663e-03
## 43  -2.727522e-02  2.502825e-02
## 44   1.328721e-01  1.012374e-02
## 45   4.032374e-02  1.140000e-02
## 46  -4.710934e-02  4.051519e-02
## 47   3.132487e-02 -1.680375e-02
## 48  -8.867703e-02  1.598354e-02
## 49  -7.075977e-02 -8.901403e-03
## 50  -2.068427e-02  9.395232e-03
## 51  -3.394668e-02 -1.157340e-02
## 52   4.802836e-02 -1.381209e-02
## 53   7.759624e-02 -9.481801e-03
## 54  -9.984824e-02  1.289258e-02
## 55   6.538634e-02  4.887399e-04
## 56  -2.223638e-02 -6.905357e-03
## 57  -3.263403e-02  2.077346e-02
## 58  -6.969321e-02  1.226081e-02
## 59   2.268173e-02  2.950632e-02
## 60  -1.553755e-01 -1.548146e-02
## 61   1.301760e-02 -7.344641e-03
## 62  -5.939980e-02 -1.331370e-02
## 63   3.462815e-02  1.200864e-02
## 64   2.597098e-02  6.049250e-03
## 65   9.390766e-04  4.890195e-03
## 66  -4.945862e-02  2.024108e-02
## 67  -1.214456e-02 -5.960944e-03
## 68   7.609109e-02 -3.490259e-03
## 69  -6.009040e-02  1.416359e-02
## 70  -2.900845e-02  1.146966e-02
## 71   2.103269e-02  4.368345e-03
## 72  -8.551007e-02  3.327615e-02
## 73  -5.386398e-02  1.732691e-02
## 74  -3.011240e-02  1.725945e-02
## 75  -1.603688e-02 -1.376885e-03
## 76  -3.342179e-02 -2.081641e-03
## 77   7.659927e-04  8.336837e-03
## 78  -6.895178e-02 -8.001744e-03
## 79   5.882806e-02 -2.054222e-02
## 80  -5.693451e-02 -1.552880e-02
## 81  -2.544822e-02 -9.114995e-03
## 82  -7.977802e-02  1.407098e-02
## 83  -7.546534e-02  1.035793e-02
## 84   1.157676e-01 -3.932159e-03
## 85   8.939525e-03  1.497166e-03
## 86  -4.104482e-01 -1.336675e-01
## 87   8.228401e-02 -3.180517e-02
## 88  -4.320030e-02 -1.625382e-02
## 89  -1.180259e-01 -1.443598e-02
## 90  -3.642309e-02 -1.809321e-03
## 91  -8.627475e-03 -2.101958e-02
## 92  -1.469164e-02 -4.124932e-03
## 93   5.716621e-02 -1.037116e-02
## 94   2.549845e-02 -2.636470e-02
## 95  -9.250134e-02 -1.989364e-03
## 96  -9.505067e-02  7.924663e-04
## 97   8.831594e-02 -2.628486e-02
## 98   5.184209e-02 -3.125202e-02
## 99  -3.999704e-02 -5.315083e-03
## 100  1.266686e-01 -1.751255e-02
## 101  3.810370e-02 -1.097105e-02
## 102 -1.363215e-02 -4.125820e-03
## 103  5.715555e-02 -5.963899e-03
## 104 -9.005894e-02  3.043419e-02
## 105 -2.173173e-02 -3.231499e-03
## 106 -4.955713e-02 -1.362306e-02
## 107  3.995076e-02  4.040097e-02
## 108  9.901178e-03  9.963467e-03
## 109  2.749049e-02 -9.234332e-03
## 110  2.260807e-02  1.671789e-03
## 111 -1.213475e-01  7.975182e-02
## 112 -1.530990e-01  3.339131e-02
## 113  9.681665e-04 -2.666694e-02
## 114 -1.353885e-02 -5.142499e-03
## 115 -4.181444e-02  8.614453e-03
## 116  1.179973e-02  9.554719e-03
## 117 -7.622638e-02  2.829297e-02
## 118  5.030571e-02 -4.706132e-03
## 119 -7.533424e-02  7.305741e-03
## 120  4.352517e-02 -7.997097e-03
## 121 -1.904474e-02  2.261069e-02
## 122 -4.908308e-02  1.985807e-02
## 123  1.182225e-02 -6.697067e-04
## 124 -5.311127e-02  6.307122e-03
## 125 -1.391807e-02  1.426678e-02
## 126 -2.528742e-03 -6.964939e-03
## 127  1.028838e-01  9.623549e-04
## 128  2.904198e-02  9.624181e-03
## 129 -6.009542e-02  9.974422e-03
## 130  1.069387e-01 -5.344041e-03
## 131  2.828788e-02  6.879511e-03
## 132  5.207184e-02 -2.527112e-02
## 133 -3.644313e-02 -3.133651e-03
## 134 -2.840565e-02  2.700877e-03
## 135 -4.423889e-02 -9.018549e-04
## 136 -3.425181e-03 -8.164788e-03
## 137  8.126629e-02 -2.413258e-02
## 138 -3.245244e-02  9.291076e-03
## 139 -9.196384e-02  6.128149e-03
## 140  8.808739e-02 -3.382371e-02
## 141  7.052763e-03  2.870817e-03
## 142 -7.582849e-02  3.503549e-03
## 143  1.836139e-02  1.089581e-02
## 144 -3.823066e-03 -2.435080e-02
## 145 -4.253755e-02 -4.977903e-03
## 146  2.218152e-03  2.076762e-03
## 147  2.730329e-02 -4.243259e-03
## 148 -3.667070e-02 -5.845045e-03
## 149 -9.680435e-02 -1.407265e-02
## 150  3.236836e-03  3.714830e-03
## 151 -1.176168e-01  3.578087e-02
## 152 -7.196429e-03 -1.883677e-02
## 153  2.976681e-02 -1.981084e-02
## 154  6.572551e-02  5.760128e-03
## 155  1.978505e-02  4.653296e-03
## 156  3.004502e-02 -4.027661e-03
## 157  1.188879e-01  4.903863e-02
## 158 -4.571587e-02 -2.768256e-03
## 159 -6.527187e-02  3.037910e-02
## 160 -9.981038e-02  1.667405e-02
## 161 -3.786375e-02 -8.250178e-03
## 162 -2.823142e-02  1.955294e-02
## 163 -8.301665e-03  4.370816e-03
## 164 -2.060659e-02  2.793127e-02
## 165 -2.480066e-02  2.488379e-02
## 166 -5.095233e-02  1.041546e-02
## 167 -9.160375e-02  1.088846e-02
## 168 -7.354513e-02  1.886180e-02
## 169  5.522905e-02 -9.321533e-03
## 170 -8.319094e-02  3.475155e-03
## 171  5.150621e-03  3.179315e-02
## 172 -5.094853e-02  2.059129e-02
## 173  9.938108e-03 -2.146668e-02
## 174 -4.279758e-02  4.004412e-02
## 175 -2.796905e-02 -1.541285e-02
## 176 -6.281462e-02 -1.143673e-02
## 177 -6.268828e-03  7.957616e-03
## 178  1.473620e-02 -1.226385e-02
## 179 -9.256733e-03  1.626830e-02
## 180 -3.380569e-02 -2.330723e-02
## 181  2.745254e-02 -1.148269e-02
## 182 -2.341733e-02 -2.580334e-02
## 183  4.731000e-02 -2.304803e-02
## 184 -7.603237e-02  3.072733e-04
## 185  1.186653e-01 -4.623114e-02
## 186 -6.567484e-02 -1.225873e-02
## 187 -1.361647e-01 -1.923077e-02
## 188  4.263672e-02 -1.852206e-02
## 189  2.983705e-02 -1.735997e-02
## 190  3.799715e-02 -2.716523e-02
## 191  7.733881e-02 -4.358820e-02
## 192  1.136028e-01 -3.460655e-02
## 193  8.191894e-03  3.086635e-02
## 194  6.636121e-02 -1.735669e-02
## 195 -1.810246e-03 -2.383774e-02
## 196  4.914949e-02 -2.222243e-02
## 197  6.431175e-02 -3.488324e-02
## 198  1.944319e-01 -8.929919e-03
## 199 -8.663229e-03 -9.788848e-03
## 200  6.853108e-02 -3.688717e-02
## 201  5.214623e-02 -3.092332e-02
## 202  6.425067e-02 -1.639953e-02
## 203  3.750861e-02 -2.920621e-02
## 204  4.820407e-02 -3.973291e-02
## 205  9.045188e-03 -1.187117e-02
## 206  5.776172e-02 -2.420623e-02
## 207 -7.268307e-02 -1.587033e-02
## 208 -2.070685e-02 -5.198566e-03
## 209 -3.988940e-02 -2.086515e-03
## 210  1.913480e-03 -3.231450e-02
## 211 -2.058686e-03  5.906007e-03
## 212 -1.483160e-02  3.364057e-03
## 213 -8.842459e-03 -1.736461e-02
## 214  7.633978e-03 -1.401243e-02
## 215 -7.335817e-02 -1.139386e-02
## 216  4.978494e-02 -1.326267e-02
## 217 -9.946406e-03 -7.258118e-03
## 218 -6.810657e-02  3.671676e-02
## 219 -4.794226e-02  2.356283e-02
## 220 -3.382547e-02  1.624783e-02
## 221 -1.108915e-01  2.841823e-02
## 222 -5.607170e-02  2.956285e-02
## 223  3.377021e-02  1.815299e-02
## 224  5.835011e-02 -5.937085e-03
## 225  4.012337e-02 -3.448104e-02
## 226  4.306333e-02 -2.002621e-02
## 227  1.591740e-02  5.410585e-03
## 228 -6.291131e-03 -9.851131e-03
## 229  5.194255e-02  5.951512e-03
## 230  4.899305e-02 -4.094253e-02
## 231 -2.775345e-02 -1.157568e-02
## 232  1.878368e-02  2.999866e-02
## 233  3.615130e-02 -8.144418e-03
## 234 -1.341844e-01  2.758724e-03
## 235 -2.540987e-02 -8.614121e-03
## 236  3.222009e-02  3.264055e-03
## 237  5.824529e-02 -5.891519e-04
## 238 -2.989424e-02 -9.079348e-03
## 239 -9.626682e-02  1.653226e-02
## 240 -7.342492e-02 -6.934736e-03
## 241 -3.949093e-02 -1.261990e-02
## 242 -1.115220e-01  1.545075e-03
## 243 -2.781519e-02  2.547915e-03
## 244 -1.158920e-02 -1.731025e-02
## 245  8.127628e-02 -2.053444e-02
## 246 -2.491170e-02  5.727209e-04
## 247 -1.432164e-01  3.634072e-02
## 248  2.024759e-02 -1.455364e-02
## 249 -3.219267e-02  1.263842e-02
## 250 -1.596482e-02 -1.164824e-02
## 251 -4.087256e-02  2.715660e-02
## 252  2.976474e-02  2.050724e-02
## 253 -1.040384e-01 -1.338012e-02
## 254 -3.373358e-03  1.925881e-02
## 255  1.110244e-02 -2.855521e-02
## 256 -4.861246e-02 -2.271091e-02
## 257 -5.653695e-03 -2.490767e-02
## 258 -1.627446e-02 -3.061980e-02
## 259  3.084510e-02  2.233904e-03
## 260 -3.360864e-02 -3.881447e-02
## 261  9.955019e-03 -4.415846e-04
## 262 -1.802849e-02 -1.816939e-02
## 263 -2.384574e-02 -1.228377e-02
## 264 -4.210927e-02 -2.799939e-02
## 265 -1.863974e-02 -8.266152e-03
## 266  4.788016e-02 -1.181955e-02
## 267  1.516395e-02 -2.358128e-02
## 268 -2.303972e-02  3.707232e-03
## 269  4.372194e-03 -1.729800e-02
## 270  8.329138e-02 -3.040828e-02
## 271  2.098864e-03 -5.560176e-03
## 272  1.024911e-01 -6.873522e-03
## 273  9.470591e-02 -3.087653e-02
## 274  4.078873e-02 -2.602060e-02
## 275 -1.211310e-01  3.704337e-02
## 276 -6.122251e-02  1.879377e-02
## 277 -3.142130e-02  1.337245e-02
## 278 -5.923927e-03 -2.905538e-02
## 279 -9.119792e-02  2.301598e-02
## 280  3.878504e-02 -2.329986e-02
## 281  2.717897e-02 -1.283761e-02
## 282  1.205959e-02  2.723409e-02
## 283  1.064776e-02 -8.107973e-03
## 284  3.973658e-02 -9.301607e-03
## 285  4.306596e-02 -2.185704e-02
## 286 -1.790248e-02  4.933436e-03
## 287  2.061337e-02 -5.388410e-03
## 288 -5.070517e-03  1.838142e-02
## 289  6.367721e-02 -2.243344e-02
## 290  3.169961e-02 -1.658030e-02
## 291 -5.255887e-01 -7.902613e-02
## 292  5.325492e-02 -1.324759e-02
## 293  8.429171e-04 -1.059597e-02
## 294 -9.042977e-03  2.338886e-02
## 295  5.611946e-02 -2.226668e-02
## 296  8.935759e-02 -3.789600e-02
## 297  5.196510e-03  2.040140e-02
## 298  2.661537e-02  1.299429e-02
## 299  7.844628e-02 -3.402161e-02
## 300 -7.937638e-02 -7.854313e-03
## 301  8.934031e-02 -3.203644e-02
## 302  4.478566e-02 -1.772155e-02
## 303  1.503144e-03 -5.781472e-03
## 304  4.468434e-02 -1.994271e-02
## 305 -1.444776e-02 -9.258725e-03
## 306  3.266287e-02 -1.312671e-02
## 307  4.449537e-02 -1.421845e-02
## 308 -1.667589e-02 -4.460910e-02
## 309  4.559444e-02 -3.348401e-02
## 310  8.769639e-03  1.959474e-02
## 311  5.537557e-03 -2.881620e-02
## 312 -5.598892e-02 -2.903252e-02
## 313  6.516715e-02 -3.589891e-02
## 314 -1.097760e-01 -2.382184e-02
## 315  5.441198e-02 -2.715990e-02
## 316 -1.827313e-02 -2.719656e-02
## 317  1.421253e-01  1.543994e-02
## 318 -6.486160e-02 -1.234024e-02
## 319  1.084714e-01 -2.388245e-02
## 320 -1.318672e-03 -1.891460e-02
## 321 -4.237604e-04 -8.087988e-03
## 322 -1.964809e-02 -3.826582e-03
## 323 -6.375715e-02  2.712772e-03
## 324  1.636916e-02 -8.759638e-03
## 325  3.469358e-02 -2.478040e-02
## 326 -1.292544e-01 -1.565656e-02
## 327  1.197547e-02 -9.103091e-03
## 328 -1.703018e-03 -5.445395e-03
## 329 -2.810481e-03 -1.950622e-02
## 330  1.929842e-02 -2.296410e-02
## 331 -8.957976e-03  4.512826e-03
## 332 -8.430456e-03 -7.878464e-03
## 333 -6.791756e-02  5.443004e-03
## 334  5.485757e-05 -1.770878e-02
## 335  5.922094e-02  3.039140e-02
## 336 -8.717300e-02 -3.225441e-03
## 337  5.732057e-02 -3.382474e-02
## 338 -2.753623e-02  2.518285e-02
## 339  4.529895e-03 -8.844414e-03
## 340 -6.718482e-02  1.076175e-03
## 341 -9.062457e-02 -5.606991e-03
## 342 -4.344456e-02  1.585575e-02
## 343  4.231064e-02 -2.009544e-02
## 344 -7.312399e-02  1.969435e-02
## 345  3.324599e-02 -2.547209e-02
## 346  4.462305e-02 -1.361163e-02
## 347 -3.481320e-02 -1.357264e-02
## 348  1.172692e-02 -1.035366e-02
## 349 -6.239153e-03 -1.942829e-02
## 350  2.159999e-02  2.468845e-02
## 351 -3.944234e-02 -2.032160e-02
## 352  5.464044e-02 -2.763097e-02
## 353 -2.131352e-02 -1.169009e-02
## 354 -6.061238e-02 -1.892995e-02
## 355  3.449790e-02 -2.421946e-02
## 356  4.755879e-02 -1.246536e-02
## 357  8.975673e-02  1.309212e-02
## 358 -1.895646e-02 -3.739337e-03
## 359  1.973042e-02 -1.758359e-03
## 360  1.045968e-02 -2.609894e-02
## 361 -1.172078e-01  2.675807e-02
## 362  3.995938e-03 -1.269177e-02
## 363  2.330959e-02 -2.938308e-02
## 364  8.364009e-02 -3.505539e-02
## 365  6.604191e-02 -2.797595e-02
## 366 -3.444594e-02 -1.198460e-02
## 367  4.593981e-02 -1.601105e-02
## 368  8.785269e-03 -2.394938e-02
## 369  7.295484e-02 -2.255623e-02
## 370 -1.834770e-02  2.112017e-04
## 371 -1.226637e-01 -1.922228e-02
## 372  4.915359e-02 -1.679312e-02
## 373  1.460226e-01 -1.702417e-02
## 374  5.383904e-02 -1.659748e-02
## 375  1.667866e-03 -2.267278e-02
## 376  6.513028e-02  1.580941e-02
## 377  6.583951e-02 -2.055080e-02
## 378 -7.286524e-02 -2.009999e-02
## 379  3.642935e-02 -8.837777e-03
## 380  4.388146e-02 -1.332558e-02
## 381  4.583036e-02 -3.788014e-03
## 382 -1.205851e-01  1.824974e-04
## 383 -2.043642e-01  3.059376e-03
## 384  1.966507e-02 -8.760437e-03
## 385  2.817111e-02 -1.373656e-02
## 386 -4.430853e-02 -1.279818e-02
## 387 -2.227468e-02  3.773144e-03
## 388 -7.780792e-02  2.079458e-02
## 389 -8.731906e-02  1.872110e-02
## 390 -2.701616e-03 -9.058951e-03
## 391 -7.874709e-02  2.178274e-02
## 392  2.063922e-02 -3.834417e-03
## 393 -3.506351e-02 -1.064463e-02
## 394 -2.792589e-02  2.204467e-02
## 395  3.009443e-02  4.379231e-03
## 396 -1.464340e-01 -9.740828e-03
## 397  4.093236e-02 -1.667947e-02
## 398 -6.415139e-03  2.954520e-03
## 399  2.033298e-02  1.030209e-02
## 400  5.657761e-02 -3.592592e-02
## 401 -4.173463e-02 -2.095355e-02
## 402 -7.175314e-02 -1.305975e-02
## 403  2.157878e-02 -2.972411e-02
## 404  7.993595e-02 -2.063553e-02
## 405  7.452630e-02 -2.970063e-02
## 406 -4.557970e-02 -6.187540e-03
## 407  3.040808e-02 -3.082742e-02
## 408  6.091801e-02 -2.139166e-02
## 409  4.358519e-02 -1.631171e-02
## 410  2.577014e-02 -2.138434e-02
## 411 -5.314561e-02  2.099455e-03
## 412  5.889730e-02 -4.172288e-02
## 413  1.309635e-02 -1.613585e-02
## 414 -2.548166e-02 -2.123923e-02
## 415 -9.706507e-02 -3.052070e-02
## 416  2.493661e-02 -2.935081e-02
## 417 -1.562157e-01 -1.022024e-02
## 418 -4.480640e-02 -2.662977e-02
## 419  4.188568e-02 -2.161569e-02
## 420  2.751595e-02 -1.463568e-02
## 421  1.335463e-01 -3.195658e-02
## 422  7.948759e-02 -3.263642e-02
## 423 -9.155739e-02 -1.585661e-02
## 424 -7.712689e-02 -1.118095e-02
## 425 -1.515805e-02 -2.869082e-02
## 426  9.759892e-02 -4.342317e-02
## 427  2.147979e-02 -1.918334e-02
## 428 -4.570837e-02 -2.411553e-02
## 429 -3.523481e-02 -2.363829e-02
## 430  6.534296e-03 -1.523696e-02
## 431  3.367204e-02 -2.489446e-02
## 432  1.354388e-02 -9.804916e-03
## 433  4.167675e-03 -1.336450e-02
## 434  3.157463e-02 -1.741674e-02
## 435  2.360547e-02 -1.258768e-02
## 436 -1.556700e-01 -1.102114e-02
## 437 -1.749771e-02 -7.154075e-03
## 438  3.067736e-02  4.061123e-03
## 439  8.188946e-02 -2.759892e-02
## 440  8.182420e-02  1.386748e-02
## 441 -6.158976e-03 -1.942726e-02
## 442  1.576399e-02  4.002681e-03
## 443 -5.361434e-02  2.854379e-02
## 444 -4.401900e-02  3.117713e-02
## 445 -9.327783e-03  1.885834e-02
## 446 -5.995995e-02  3.078928e-02
## 447 -8.633717e-03  3.030957e-02
## 448 -9.595708e-02  4.222268e-02
## 449 -8.978779e-02  5.984673e-02
## 450 -3.884030e-02  2.795727e-02
## 451  6.993394e-02  4.911900e-02
## 452 -5.279140e-02  2.072593e-02
## 453 -3.843851e-03  2.634655e-02
## 454  3.209764e-02 -2.437700e-02
## 455 -2.003318e-02 -6.440793e-03
## 456  2.724117e-02 -3.285207e-02
## 457  7.615094e-02  7.496745e-03
## 458  7.937549e-02  1.929163e-02
## 459  5.147183e-02  1.737547e-02
## 460 -2.175016e-02  2.809893e-02
## 461  6.679650e-02  7.336607e-03
## 462 -8.156120e-02  9.932323e-02
## 463  1.553722e-01  1.850342e-02
## 464 -8.406900e-02 -2.526238e-02
## 465  1.521653e-01  4.073309e-02
## 466  1.792701e-03 -1.646516e-02
## 467  1.305105e-01  5.588650e-02
## 468  5.691072e-02 -1.440157e-02
## 469 -3.661278e-02  2.224555e-02
## 470 -1.057794e-01  4.115361e-02
## 471  9.632204e-03 -1.568497e-02
## 472  4.133028e-02 -3.155077e-02
## 473  1.816903e-02 -5.585339e-03
## 474  3.942550e-03  2.871908e-02
## 475  4.260180e-02  9.156685e-03
## 476 -2.919321e-02  2.497638e-03
## 477  2.443792e-02  1.120017e-02
## 478  8.471246e-03 -3.316703e-03
## 479  1.287217e-01  1.138329e-03
## 480 -3.892699e-01 -8.194537e-02
## 481  8.478896e-02  2.390226e-02
## 482  1.824045e-03  9.765325e-03
## 483 -3.425556e-02 -7.575959e-03
## 484  5.918090e-02  2.286408e-02
## 485 -1.672021e-01  5.425045e-02
## 486 -2.431188e-02  8.835963e-03
## 487 -4.762397e-02  2.588569e-03
## 488 -7.680873e-01 -3.420300e-01
## 489  3.481369e-02  1.225840e-02
## 490  5.765335e-02  1.596150e-02
## 491 -9.880977e-03 -1.709836e-02
## 492  6.724151e-03  2.624890e-03
## 493  4.530102e-03  6.196923e-03
## 494 -9.459442e-03 -7.561418e-03
## 495  6.608104e-02 -2.451011e-02
## 496  2.546614e-02  3.020876e-03
## 497  1.248742e-01 -6.900231e-03
## 498 -1.703173e-02  5.079504e-03
## 499  1.741985e-01 -4.779138e-02
## 500  1.620287e-02  1.437443e-02
## 501  8.424393e-02 -2.271374e-02
## 502  2.904527e-02  1.645722e-02
## 503 -3.970448e-02  8.872795e-05
## 504  5.232595e-02  1.824072e-02
## 505  1.166495e-01  2.852012e-02
## 506  8.888454e-02  1.021052e-02
## 507  1.724666e-01 -2.273148e-01
## 508 -7.767583e-02 -4.519646e-02
## 509  1.854189e-01  3.967513e-02
## 510 -5.516226e-03  9.195762e-02
## 511  5.508771e-02  2.395899e-02
## 512 -2.460242e-02  4.972795e-02
## 513 -3.802705e-02  1.724858e-02
## 514  4.495230e-02  2.507218e-02
## 515  4.665837e-02 -6.593531e-03
## 516 -1.116211e-01  3.646552e-03
## 517 -1.902467e-01  2.511182e-02
## 518  5.067469e-02 -2.677477e-03
## 519  4.601431e-02  1.135687e-02
## 520  1.799113e-02 -1.296500e-02
## 521  5.513579e-02  1.555341e-02
## 522 -3.226273e-03  5.436552e-03
## 523  5.043414e-04  5.862467e-02
## 524 -1.220655e-02  1.275977e-02
## 525 -7.553919e-02  1.029000e-02
## 526  8.069727e-02  3.793138e-02
## 527 -2.229730e-02  2.091923e-02
## 528 -8.552934e-02  4.221916e-02
## 529  8.621401e-02  8.230549e-03
## 530 -8.764138e-03  2.363088e-02
## 531 -1.476323e-01  1.122806e-01
## 532  9.316251e-02  5.320384e-02
## 533 -3.564979e-02  3.721446e-02
## 534 -1.054211e-01  4.896163e-03
## 535  7.986228e-02  3.304151e-02
## 536  3.524929e-02 -2.513919e-02
## 537  1.400429e-01  4.075065e-02
## 538  4.267933e-02 -1.673061e-02
## 539 -5.991788e-02  4.678623e-02
## 540  1.121433e-01  3.698470e-02
## 541  1.237512e-01  4.791701e-02
## 542 -4.153545e-02  4.082396e-03
## 543 -3.223063e-02  1.725572e-02
## 544 -4.282430e-02  1.061671e-02
## 545 -7.795475e-02  6.126439e-02
## 546 -5.026475e-02  3.600607e-02
## 547 -5.831668e-02  5.335899e-02
## 548 -7.385791e-02  1.986117e-02
## 549  9.726487e-02  5.457188e-02
## 550  6.748185e-02  2.994461e-03
## 551 -7.983812e-02  2.145464e-02
## 552 -9.999972e-02  2.831812e-02
## 553 -1.552248e-01 -1.812869e-02
## 554 -1.825110e-02  1.188103e-02
## 555 -3.391160e-02  2.747989e-02
## 556 -1.766088e-02  1.576763e-02
## 557  4.142095e-02 -7.751364e-03
## 558  1.115918e-01 -6.837384e-03
## 559  5.404025e-02 -7.574858e-03
## 560 -9.326321e-03 -1.168846e-02
## 561 -1.153608e-02 -2.940653e-02
## 562 -4.627765e-02 -4.891077e-03
## 563  1.257134e-01  1.228038e-02
## 564 -5.774513e-02  2.709418e-02
## 565 -4.164757e-02  3.695105e-02
## 566  4.904337e-02  4.498013e-03
## 567  4.925271e-02  2.346490e-02
## 568  7.038506e-03 -1.709193e-02
## 569  1.501177e-02 -3.716014e-02
## 570  7.467122e-03  8.274281e-03
## 571 -3.829109e-02 -3.255292e-02
## 572  5.528334e-02 -2.156599e-02
## 573  1.750967e-02 -2.024404e-02
## 574  1.501567e-01  5.556415e-03
## 575  8.014966e-02  8.013223e-02
## 576  9.148200e-02  6.937741e-03
## 577 -3.911915e-02  4.079078e-02
## 578  6.695447e-02 -1.113775e-02
## 579 -2.392495e-02  3.852547e-03
## 580  1.654536e-01  4.105675e-02
## 581 -1.545527e-01  9.245788e-02
## 582 -1.417198e-01 -1.469111e-02
## 583  3.791764e-02  1.440834e-02
## 584  1.259535e-02 -1.826940e-02
## 585 -1.565031e-02  2.227434e-02
## 586 -6.059581e-02  4.142951e-03
## 587 -1.161079e-01  4.810935e-02
## 588 -1.678493e-02  1.799604e-02
## 589  1.477315e-02  2.389432e-02
## 590 -2.706969e-02  2.744429e-02
## 591 -9.701961e-02  2.110805e-02
## 592  4.086674e-02 -5.101677e-03
## 593  3.757320e-02 -1.027640e-02
## 594  4.871460e-02 -4.983928e-03
## 595  3.006145e-02 -1.087480e-02
## 596  3.709670e-03  2.117532e-02
## 597  4.265883e-02 -1.204879e-02
## 598  2.657902e-02 -1.538629e-02
## 599  6.230783e-02 -1.520486e-02
## 600  5.565526e-02 -1.160001e-02
## 601  1.579870e-01 -8.041366e-03
## 602 -6.493022e-02 -1.169633e-02
## 603  4.879202e-02  1.205655e-02
## 604  1.079551e-02  1.042448e-03
## 605  3.845468e-02 -1.303865e-02
## 606  5.464166e-02 -2.068356e-02
## 607 -1.119212e-02  1.213604e-02
## 608 -4.053568e-02  1.492845e-02
## 609 -9.171088e-02  6.800170e-02
## 610  6.925739e-04  2.570309e-02
## 611  6.285650e-02 -3.629774e-02
## 612  5.353428e-02 -1.675350e-02
## 613  8.871446e-02 -7.440831e-02
## 614 -3.394241e-02  2.719323e-02
## 615  1.533800e-02 -1.364220e-02
## 616  1.501411e-02 -1.029151e-02
## 617 -7.217314e-02 -1.957042e-02
## 618  4.270588e-02 -8.817031e-03
## 619  4.875895e-02  6.408524e-03
## 620  7.498275e-02  3.001924e-02
## 621 -6.073807e-02  4.337438e-02
## 622  1.481198e-02  1.241294e-02
## 623 -1.400734e-01 -2.048920e-02
## 624  1.687359e-01  2.556990e-02
## 625 -1.174489e-01  6.018238e-02
## 626  2.404290e-02 -3.414611e-02
## 627 -2.155778e-03  5.869339e-02
## 628  3.371965e-02 -1.027693e-02
## 629 -4.247892e-02  2.410559e-02
## 630 -1.328456e-01  5.463289e-02
## 631  2.990416e-02  5.612464e-04
## 632  9.294526e-04  1.408066e-02
## 633 -2.624758e-02 -6.448784e-03
## 634 -2.410376e-02  2.825412e-03
## 635  9.303692e-02  5.341141e-02
## 636  5.619001e-03 -7.878558e-03
## 637  2.755945e-02 -1.475834e-02
## 638 -7.068700e-02  4.722381e-02
## 639  5.352988e-02 -2.792220e-03
## 640 -2.666929e-01  7.447605e-02
## 641  2.758855e-02  3.066526e-02
## 642  4.816710e-02  1.487069e-05
## 643  4.632771e-02 -8.071717e-03
## 644  6.012479e-02 -1.463419e-02
## 645  5.239149e-03 -1.087423e-02
## 646  4.991991e-02 -1.129657e-02
## 647  6.884384e-02 -1.148484e-02
## 648  3.976225e-02 -1.016928e-02
## 649  3.482246e-02 -1.584233e-02
## 650  1.988375e-02 -1.722653e-02
## 651 -3.445125e-02 -1.266853e-02
## 652 -1.677125e-02  2.098371e-02
## 653  8.148064e-02 -2.067061e-02
## 654  7.061301e-02 -9.154577e-03
## 655 -2.008535e-02 -3.968448e-02
## 656  5.185950e-03 -2.665835e-02
## 657  7.500320e-02 -2.609111e-02
## 658  7.998255e-03  4.940316e-02
## 659  2.292599e-02 -1.087588e-02
## 660  4.471926e-03  2.010275e-02
## 661 -4.509378e-02 -1.334065e-02
## 662 -6.282001e-02  5.751341e-02
## 663 -4.858267e-02 -1.855765e-02
## 664  1.179557e-02  1.048699e-02
## 665 -3.758921e-03  3.219442e-02
## 666 -1.072320e-02  5.240942e-03
## 667 -4.354711e-02 -3.808630e-03
## 668 -2.410760e-02  1.684833e-02
## 669 -9.637996e-02  4.298328e-02
## 670 -2.494225e-02  4.364840e-02
## 671  5.094491e-02  1.989380e-02
## 672 -8.495232e-02  2.326046e-02
## 673  2.051434e-02  2.724426e-02
## 674  6.793193e-03  1.702999e-02
## 675  8.746049e-02 -1.293915e-02
## 676  3.224742e-03  3.181698e-02
## 677 -4.223381e-03 -2.524651e-02
## 678  5.359216e-02 -2.777378e-02
## 679 -9.816283e-02 -2.771096e-02
## 680 -1.416893e-02  3.251639e-02
## 681  7.734615e-03 -1.396781e-02
## 682  7.623973e-02  1.987114e-02
## 683  2.030285e-01  3.393358e-02
## 684 -1.060053e-01 -5.007848e-03
## 685 -9.510366e-03 -1.366189e-02
## 686  3.240407e-02 -1.179580e-02
## 687 -1.514867e-01  5.429185e-02
## 688  6.084200e-02  5.999077e-02
## 689 -3.010672e-02  2.445219e-02
## 690  3.231466e-02 -1.154122e-03
## 691  8.962569e-02 -1.722310e-02
## 692  1.732602e-01 -4.014154e-02
## 693 -1.306615e-01 -6.048150e-02
## 694 -1.176494e-01  1.950215e-02
## 695 -4.843576e-01 -2.164949e-01
## 696  5.996625e-02 -4.794850e-04
## 697  4.812436e-02 -1.300085e-02
## 698  6.666206e-02 -9.581435e-03
## 699  6.991047e-02 -1.987072e-02
## 700  5.485913e-02  5.266593e-02
## 701 -3.032693e-02 -3.695094e-02
## 702  3.498227e-02 -2.504997e-02
## 703  2.279350e-02  2.003973e-03
## 704  6.181128e-02  2.229951e-02
## 705  1.286395e-01  2.219352e-02
## 706  2.948014e-02 -2.489849e-04
## 707 -6.956263e-02  2.708259e-02
## 708 -2.565878e-02  2.547830e-02
## 709 -1.357372e-01  2.104259e-02
## 710  6.251822e-03  1.219508e-02
## 711  5.638677e-02 -1.278478e-03
## 712 -8.109439e-02 -2.101472e-02
## 713 -1.447281e-02  3.295913e-02
## 714 -7.918340e-03  3.731028e-03
## 715  2.961471e-02  3.218527e-02
## 716  4.851881e-02 -2.101273e-02
## 717  1.855164e-02  7.357705e-02
## 718  3.506091e-03 -2.633325e-02
## 719 -1.029876e-02 -2.045520e-02
## 720  3.463828e-03  2.325464e-02
## 721 -2.239202e-02  1.841373e-03
## 722  3.474537e-02 -1.377700e-03
## 723 -2.812682e-01  1.263966e-01
## 724  8.672381e-03 -8.097791e-03
## 725 -2.064402e-03 -1.150854e-02
## 726  2.671491e-03 -2.547620e-03
## 727  3.954864e-02  7.630152e-03
## 728  8.032101e-02  1.274553e-02
## 729 -2.507775e-02 -1.263229e-02
## 730 -4.986430e-02  1.638712e-02
## 731  9.170066e-02 -1.435608e-02
## 732  3.274770e-02 -1.474583e-02
## 733  3.659066e-02  2.950001e-02
## 734  5.960393e-02 -8.681779e-03
## 735  1.095692e-01 -2.797532e-02
## 736 -5.729967e-02 -4.294296e-02
## 737 -4.313882e-02  3.562946e-02
## 738 -7.259551e-02  1.314800e-02
## 739 -7.153550e-02  1.056068e-02
## 740 -2.441065e-02  1.695104e-02
## 741  5.771217e-02  6.179133e-02
## 742  2.446463e-01  3.779478e-02
## 743  4.714057e-02 -9.196170e-03
## 744 -1.088493e-01  5.153497e-02
## 745 -4.440084e-02  1.186197e-02
## 746  4.449615e-03  8.312817e-03
## 747 -4.243526e-03  7.744641e-02
## 748  4.075126e-02  3.695564e-02
## 749 -1.984158e-01  3.535986e-02
## 750  3.713606e-02  5.711827e-03
## 751  3.549151e-02 -6.570437e-03
## 752 -1.289296e-01  1.130515e-02
## 753 -1.137352e-01  2.025914e-02
## 754  4.124285e-02 -9.229765e-03
## 755  3.937588e-02  7.045272e-02
## 756  1.159499e-02  3.115347e-02
## 757 -8.685208e-02  1.099086e-03
## 758  3.896112e-02  2.373827e-02
## 759  3.237689e-02  2.087389e-02
## 760  6.015344e-02 -1.305020e-02
## 761 -4.397980e-02 -2.403448e-02
## 762 -1.011934e-01  5.165338e-02
## 763  1.323873e-01 -1.885033e-02
## 764  6.430961e-02 -1.454949e-02
## 765 -2.607682e-02 -5.347390e-03
## 766  1.005367e-01  3.695742e-03
## 767 -4.470137e-02  5.852703e-03
## 768  1.375652e-01  3.253028e-03
## 769  1.190861e-01  2.671322e-02
## 770 -8.978986e-03 -5.641175e-02
## 771  1.816010e-02  4.220082e-03
## 772 -6.258494e-02 -2.570815e-02
## 773 -5.396986e-02  4.906075e-02
## 774  4.787318e-02 -2.552286e-02
## 775  3.568032e-03  5.323513e-02
## 776 -3.346345e-02 -2.265286e-04
## 777 -7.656568e-02  1.979777e-02
## 778 -6.438316e-02 -1.571558e-02
## 779  5.577156e-02 -1.554055e-02
## 780  1.393606e-01 -2.513502e-02
## 781  1.121318e-03  5.148801e-03
## 782  2.657844e-03  3.652092e-03
## 783 -1.176236e-01  3.623990e-03
## 784  6.548454e-02  1.023698e-02
## 785  2.466069e-02 -1.680194e-04
## 786 -4.338006e-02 -6.890602e-03
## 787 -1.728036e-02 -5.061900e-02
## 788 -2.690494e-02  3.952568e-02
## 789  1.990923e-02 -2.160192e-02
## 790  3.005213e-02 -1.675417e-02
## 791  4.471216e-02 -2.630589e-02
## 792 -1.755383e-01  1.145642e-01
## 793  2.019965e-02 -2.317349e-03
## 794  1.063699e-01  1.171443e-04
## 795  6.311670e-02  1.955663e-03
## 796 -6.543166e-02  6.311241e-02
## 797 -3.426678e-02  8.252264e-03
## 798  1.051825e-01 -4.430520e-03
## 799  1.970071e-02 -1.172424e-02
## 800  6.737033e-02 -1.064610e-02
## 801  4.809930e-02  3.307476e-03
## 802 -7.986163e-03 -2.635892e-02
## 803  1.576575e-01  2.726412e-02
## 804 -1.020215e-02  1.941625e-02
## 805 -9.651102e-02 -1.597795e-02
## 806  4.343756e-04  2.068337e-02
## 807  5.516082e-02 -1.824430e-03
## 808  9.961128e-02 -3.261488e-02
## 809 -3.192755e-02  6.886220e-03
## 810  8.141159e-02  5.067961e-03
## 811  9.546383e-02  1.592364e-04
## 812  4.313579e-02 -3.455903e-03
## 813 -1.084878e-01  3.304516e-02
## 814 -1.143612e-01  1.716316e-01
## 815  6.268427e-02  1.935069e-02
## 816  2.142153e-02  4.034327e-03
## 817 -7.815425e-03 -7.498974e-03
## 818  5.888460e-02 -2.853177e-02
## 819  7.791765e-02 -1.284189e-02
## 820  9.548269e-02  1.056180e-03
## 821  1.643055e-02 -2.587070e-02
## 822 -1.172075e-02 -2.998828e-03
## 823  2.363327e-02 -2.803703e-02
## 824  7.330515e-02 -1.309454e-02
## 825  6.825894e-02 -2.062825e-02
## 826 -5.904078e-04 -1.117751e-02
## 827 -7.658369e-02 -1.425617e-02
## 828 -1.748343e-01  4.921421e-02
## 829  5.239943e-02 -6.120585e-02
## 830  3.214591e-01  2.142661e-02
## 831 -2.193051e-02  1.739138e-02
## 832  8.539076e-03  3.203065e-02
## 833 -1.110390e-01  2.764215e-02
## 834 -9.737641e-02  5.220848e-02
## 835  8.081687e-02  4.678849e-03
## 836  2.432271e-02 -5.781843e-02
## 837 -1.502309e-01 -2.022393e-01
## 838  2.138322e-02  7.877078e-03
## 839  7.716765e-03 -2.833475e-03
## 840  7.058828e-03  1.924645e-02
## 841 -7.142741e-02 -8.640672e-03
## 842 -1.818801e-02  9.577890e-04
## 843 -2.926262e-02  2.378444e-02
## 844  1.592793e-02 -5.067173e-03
## 845 -2.710470e-02 -2.356837e-02
## 846 -3.225483e-03  1.638789e-02
## 847  1.745269e-03 -4.190428e-03
## 848 -8.141460e-02  5.694830e-03
## 849  7.986435e-02 -3.926912e-02
## 850 -3.065271e-02  1.060868e-02
## 851  9.708760e-02  2.768035e-02
## 852  2.104223e-02 -9.266862e-03
## 853  9.859005e-02 -3.636528e-02
## 854  1.130766e-01 -7.271989e-03
## 855  4.331771e-02  2.479874e-02
## 856 -1.791880e-01  9.367800e-02
## 857 -4.442323e-02 -5.894733e-02
## 858  1.294861e-01 -5.699101e-02
## 859 -1.474213e-02  3.149948e-02
## 860  1.568753e-02 -6.980523e-03
## 861  3.103008e-02 -1.729265e-02
## 862  8.508605e-03  4.034058e-03
## 863  2.522413e-02 -2.164638e-02
## 864  1.746801e-02  2.576587e-02
## 865  3.165699e-02  3.640472e-03
## 866 -4.199588e-02 -3.020097e-02
## 867 -5.273291e-02 -2.552254e-02
## 868  1.420537e-02 -7.545456e-03
## 869 -1.403383e-02  5.486998e-03
## 870  6.502456e-03  1.130588e-02
## 871  8.276756e-02  2.533451e-03
## 872  9.373760e-02 -2.035020e-02
## 873  1.384891e-02 -1.382062e-02
## 874 -1.933270e-02  1.153394e-03
## 875  6.706319e-02 -2.076472e-02
## 876  1.165551e-01  3.031213e-03
## 877 -1.383578e-02  3.443462e-02
## 878  1.837433e-03 -1.038645e-02
## 879 -4.603564e-03 -4.338734e-03
## 880 -2.711265e-02  4.648929e-02
## 881 -5.262523e-01  1.512606e-01
## 882  6.375175e-02  1.255651e-02
## 883  3.184801e-02  4.546997e-03
## 884  5.497698e-03 -2.479876e-02
## 885  5.143369e-02 -9.273714e-03
## 886  1.272476e-02 -1.716001e-02
## 887  1.060460e-02 -1.108031e-02
## 888  3.087513e-02  2.089146e-02
## 889 -3.524373e-03 -5.282750e-04
## 890  1.268563e-01 -1.305119e-02
## 891 -1.732168e-02 -3.020221e-02
## 892  9.085359e-02 -3.683444e-02
## 893  1.111904e-01  8.259220e-03
## 894  2.988492e-02 -7.981250e-03
## 895 -1.337580e-03  2.720058e-02
## 896  7.115515e-02 -2.814073e-02
## 897  8.602402e-03  2.173864e-02
## 898 -1.359210e-01  2.011615e-02
## 899  2.162210e-02  9.266122e-03
## 900  7.395351e-02  5.041511e-02
# Means of scores for all the PC's classified by Salary status
tabmeansPC <- aggregate(raisintyp_pca[,2:6],by=list(Class=raisin_data$Class),mean)
tabmeansPC
##     Class       PC1        PC2         PC3          PC4         PC5
## 1   Besni  1.454029  0.1696103 -0.05540559 -0.008684483  0.01845976
## 2 Kecimen -1.454029 -0.1696103  0.05540559  0.008684483 -0.01845976
tabmeansPC <- tabmeansPC[rev(order(tabmeansPC$Class)),]
tabmeansPC
##     Class       PC1        PC2         PC3          PC4         PC5
## 2 Kecimen -1.454029 -0.1696103  0.05540559  0.008684483 -0.01845976
## 1   Besni  1.454029  0.1696103 -0.05540559 -0.008684483  0.01845976
tabfmeans <- t(tabmeansPC[,-1])
tabfmeans
##                2            1
## PC1 -1.454028709  1.454028709
## PC2 -0.169610315  0.169610315
## PC3  0.055405594 -0.055405594
## PC4  0.008684483 -0.008684483
## PC5 -0.018459755  0.018459755
colnames(tabfmeans) <- t(as.vector(tabmeansPC[1]$Class))
tabfmeans
##          Kecimen        Besni
## PC1 -1.454028709  1.454028709
## PC2 -0.169610315  0.169610315
## PC3  0.055405594 -0.055405594
## PC4  0.008684483 -0.008684483
## PC5 -0.018459755  0.018459755
# Standard deviations of scores for all the PC's classified by Salary status
tabsdsPC <- aggregate(raisintyp_pca[,2:6],by=list(Class=raisin_data$Class),sd)
tabfsds <- t(tabsdsPC[,-1])
colnames(tabfsds) <- t(as.vector(tabsdsPC[1]$Class))
tabfsds
##         Besni   Kecimen
## PC1 2.0383348 1.1325698
## PC2 1.2675990 1.1158596
## PC3 0.8284691 0.7521863
## PC4 0.2643366 0.2091664
## PC5 0.1610486 0.1305581
t.test(PC1~raisin_data$Class,data=raisintyp_pca)
## 
##  Welch Two Sample t-test
## 
## data:  PC1 by raisin_data$Class
## t = 26.455, df = 702.11, p-value < 2.2e-16
## alternative hypothesis: true difference in means between group Besni and group Kecimen is not equal to 0
## 95 percent confidence interval:
##  2.692237 3.123877
## sample estimates:
##   mean in group Besni mean in group Kecimen 
##              1.454029             -1.454029
t.test(PC2~raisin_data$Class,data=raisintyp_pca)
## 
##  Welch Two Sample t-test
## 
## data:  PC2 by raisin_data$Class
## t = 4.2611, df = 883.79, p-value = 2.253e-05
## alternative hypothesis: true difference in means between group Besni and group Kecimen is not equal to 0
## 95 percent confidence interval:
##  0.1829750 0.4954663
## sample estimates:
##   mean in group Besni mean in group Kecimen 
##             0.1696103            -0.1696103
t.test(PC3~raisin_data$Class,data=raisintyp_pca)
## 
##  Welch Two Sample t-test
## 
## data:  PC3 by raisin_data$Class
## t = -2.1007, df = 889.75, p-value = 0.03595
## alternative hypothesis: true difference in means between group Besni and group Kecimen is not equal to 0
## 95 percent confidence interval:
##  -0.214339800 -0.007282578
## sample estimates:
##   mean in group Besni mean in group Kecimen 
##           -0.05540559            0.05540559
t.test(PC4~raisin_data$Class,data=raisintyp_pca)
## 
##  Welch Two Sample t-test
## 
## data:  PC4 by raisin_data$Class
## t = -1.0931, df = 852.92, p-value = 0.2747
## alternative hypothesis: true difference in means between group Besni and group Kecimen is not equal to 0
## 95 percent confidence interval:
##  -0.04855746  0.01381953
## sample estimates:
##   mean in group Besni mean in group Kecimen 
##          -0.008684483           0.008684483
t.test(PC5~raisin_data$Class,data=raisintyp_pca)
## 
##  Welch Two Sample t-test
## 
## data:  PC5 by raisin_data$Class
## t = 3.7776, df = 861.15, p-value = 0.0001692
## alternative hypothesis: true difference in means between group Besni and group Kecimen is not equal to 0
## 95 percent confidence interval:
##  0.01773740 0.05610162
## sample estimates:
##   mean in group Besni mean in group Kecimen 
##            0.01845976           -0.01845976
## F ratio tests
var.test(PC1~raisin_data$Class,data=raisintyp_pca)
## 
##  F test to compare two variances
## 
## data:  PC1 by raisin_data$Class
## F = 3.2391, num df = 449, denom df = 449, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
##  2.691396 3.898204
## sample estimates:
## ratio of variances 
##           3.239076
var.test(PC2~raisin_data$Class,data=raisintyp_pca)
## 
##  F test to compare two variances
## 
## data:  PC2 by raisin_data$Class
## F = 1.2905, num df = 449, denom df = 449, p-value = 0.007007
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
##  1.072263 1.553059
## sample estimates:
## ratio of variances 
##            1.29046
var.test(PC3~raisin_data$Class,data=raisintyp_pca)
## 
##  F test to compare two variances
## 
## data:  PC3 by raisin_data$Class
## F = 1.2131, num df = 449, denom df = 449, p-value = 0.04094
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
##  1.007995 1.459974
## sample estimates:
## ratio of variances 
##           1.213114
var.test(PC4~raisin_data$Class,data=raisintyp_pca)
## 
##  F test to compare two variances
## 
## data:  PC4 by raisin_data$Class
## F = 1.5971, num df = 449, denom df = 449, p-value = 8.005e-07
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
##  1.327051 1.922093
## sample estimates:
## ratio of variances 
##           1.597096
var.test(PC5~raisin_data$Class,data=raisintyp_pca)
## 
##  F test to compare two variances
## 
## data:  PC5 by raisin_data$Class
## F = 1.5216, num df = 449, denom df = 449, p-value = 9.475e-06
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
##  1.264337 1.831259
## sample estimates:
## ratio of variances 
##            1.52162
# Levene's tests (one-sided)
library(car)
## Loading required package: carData
(LTPC1 <- leveneTest(PC1~raisin_data$Class,data=raisintyp_pca))
## Warning in leveneTest.default(y = y, group = group, ...): group coerced to
## factor.
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value    Pr(>F)    
## group   1  109.47 < 2.2e-16 ***
##       898                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(p_PC1_1sided <- LTPC1[[3]][1]/2)
## [1] 1.484003e-24
(LTPC2 <- leveneTest(PC2~raisin_data$Class,data=raisintyp_pca))
## Warning in leveneTest.default(y = y, group = group, ...): group coerced to
## factor.
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)  
## group   1  6.5745 0.01051 *
##       898                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(p_PC2_1sided=LTPC2[[3]][1]/2)
## [1] 0.005253447
(LTPC3 <- leveneTest(PC3~raisin_data$Class,data=raisintyp_pca))
## Warning in leveneTest.default(y = y, group = group, ...): group coerced to
## factor.
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)   
## group   1  8.4847 0.00367 **
##       898                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(p_PC3_1sided <- LTPC3[[3]][1]/2)
## [1] 0.001835123
(LTPC4 <- leveneTest(PC4~raisin_data$Class,data=raisintyp_pca))
## Warning in leveneTest.default(y = y, group = group, ...): group coerced to
## factor.
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value    Pr(>F)    
## group   1  12.986 0.0003311 ***
##       898                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(p_PC4_1sided <- LTPC4[[3]][1]/2)
## [1] 0.000165539
(LTPC5 <- leveneTest(PC5~raisin_data$Class,data=raisintyp_pca))
## Warning in leveneTest.default(y = y, group = group, ...): group coerced to
## factor.
## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)  
## group   1  3.0068 0.08326 .
##       898                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(p_PC5_1sided <- LTPC5[[3]][1]/2)
## [1] 0.04162924
# Plotting the scores for the first and second components
plot(raisintyp_pca$PC1, raisintyp_pca$PC2,pch=ifelse(raisintyp_pca$Class == "Y",1,16),xlab="PC1", ylab="PC2", main="Raisin class against values for PC1 & PC2")
abline(h=0)
abline(v=0)
legend("bottomleft", legend=c("Kecimen","Besni"), pch=c(1,16))

plot(eigen_raisins, xlab = "Component number", ylab = "Component variance", type = "l", main = "Scree diagram")

plot(log(eigen_raisins), xlab = "Component number",ylab = "log(Component variance)", type="l",main = "Log(eigenvalue) diagram")

print(summary(raisintyp_pca))
##     Class                PC1               PC2                 PC3           
##  Length:900         Min.   :-3.9863   Min.   :-4.463180   Min.   :-2.496166  
##  Class :character   1st Qu.:-1.6201   1st Qu.:-0.691156   1st Qu.:-0.501265  
##  Mode  :character   Median :-0.3817   Median :-0.003183   Median :-0.008781  
##                     Mean   : 0.0000   Mean   : 0.000000   Mean   : 0.000000  
##                     3rd Qu.: 1.1235   3rd Qu.: 0.727739   3rd Qu.: 0.446879  
##                     Max.   : 9.5289   Max.   : 5.328225   Max.   : 3.426842  
##       PC4                PC5                PC6                 PC7          
##  Min.   :-0.59896   Min.   :-0.78766   Min.   :-0.768087   Min.   :-0.34203  
##  1st Qu.:-0.13496   1st Qu.:-0.07001   1st Qu.:-0.036627   1st Qu.:-0.01617  
##  Median :-0.04197   Median : 0.02676   Median : 0.005191   Median :-0.00309  
##  Mean   : 0.00000   Mean   : 0.00000   Mean   : 0.000000   Mean   : 0.00000  
##  3rd Qu.: 0.06506   3rd Qu.: 0.09291   3rd Qu.: 0.046093   3rd Qu.: 0.01639  
##  Max.   : 2.00675   Max.   : 0.88381   Max.   : 0.321459   Max.   : 0.17163
diag(cov(raisin_data_pca$x))
##         PC1         PC2         PC3         PC4         PC5         PC6 
## 4.832288611 1.453188439 0.628449468 0.056824512 0.021808269 0.006430191 
##         PC7 
## 0.001010510
xlim <- range(raisin_data_pca$x[,1])
raisin_data_pca$x[,1]
##   [1]  0.076951073 -0.475111731  0.371902131 -2.620987667 -0.961519225
##   [6] -2.171955504 -2.550059292 -1.751482293 -2.462199822 -1.259785008
##  [11] -0.049752921 -2.601221747 -2.825803420 -1.216069894 -0.673474424
##  [16] -3.254523251 -1.133177688 -1.351924347 -2.621030511 -0.782144951
##  [21] -1.162284438 -1.846454972 -0.346411038 -2.016633539  0.430993843
##  [26] -0.851444536 -1.314929693 -1.619503926 -0.978501671 -1.496620396
##  [31]  0.038075289 -2.604173867 -0.854013766 -1.547431582 -3.211492675
##  [36] -3.347158755 -2.089654688 -1.579927185 -0.512154997 -2.614974529
##  [41]  0.111802328 -1.020892584 -0.706472589 -0.394206396 -0.235643804
##  [46] -1.635471292 -1.048339792 -3.222712077 -2.317235687 -2.108823108
##  [51] -2.377909865  1.570878740 -0.943803219 -2.146490398  1.267601054
##  [56] -2.340718220 -1.934303232 -1.902479633 -1.423446640 -3.986276986
##  [61] -1.290636670 -2.314909680 -0.146297984 -1.370539922 -1.359669881
##  [66] -1.567744113 -1.915144941  0.236979655 -2.149989379 -0.836854991
##  [71]  0.633889501 -1.179993109 -0.867076210 -1.030784979 -2.156728723
##  [76] -2.270459100 -0.696459099 -2.718777998 -0.510139531 -2.352779351
##  [81] -2.061764861 -1.848978113 -1.512617910  0.056842355 -0.523557410
##  [86]  6.992432162 -0.831230810 -3.089613309 -3.190561413 -2.363813878
##  [91] -2.116812568 -1.853091400 -0.095751315 -1.299744573 -1.948826245
##  [96] -3.100285187 -0.903311887 -1.821880071 -2.347673351 -1.201047226
## [101] -0.329914438 -1.501379133 -2.041654194 -1.723281459 -1.593952578
## [106] -2.419699701 -2.840815769 -1.224007758 -0.377141572 -1.605318440
## [111] -0.256336228 -2.389222471 -2.108166266 -2.678658633  0.552722675
## [116] -0.176592819 -0.333769336 -0.206259394 -1.361059915 -0.733896291
## [121] -1.097451810 -2.023437179 -2.525602712 -1.711830793  0.315952501
## [126] -1.755598580 -1.551396299 -2.331000745 -2.458144477  0.306234585
## [131] -1.042227385 -1.149787696 -2.208329860 -2.147927409 -1.914204486
## [136] -1.593997350  0.589172409 -1.376482308 -1.719836213  1.026181860
## [141] -2.655737258 -1.852376160 -0.578343668 -2.336974525 -2.456210400
## [146] -0.818795429 -0.673257562 -1.894145088 -2.889514263 -1.442955521
## [151] -2.476664123 -1.854331365 -0.883542678 -0.777281252 -0.840164920
## [156] -0.067061441 -3.406993167 -1.722737790 -3.173189371 -2.497431327
## [161] -2.333759538 -2.221576842 -0.739564940  0.487589033 -0.743985344
## [166] -1.578402043 -2.035451907 -3.018140108  0.279979279 -2.517390806
## [171] -0.136237921 -1.484309140 -1.658818385 -0.809720511 -1.931062738
## [176] -0.433672782 -0.393335296 -2.405140090 -3.284456631 -2.414194019
## [181]  0.128578267 -1.107706562 -1.650786153 -2.336531839 -0.587128274
## [186] -2.637411334 -3.202836214 -1.982391240 -1.090853942 -0.423709957
## [191] -0.616856756 -0.365654012 -3.842691203 -0.290461962 -2.478424238
## [196] -0.254540914 -1.089482315 -0.920537808 -1.611954946 -1.741677376
## [201] -1.637590984 -1.591104480 -0.684038862 -0.770920537 -1.334187233
## [206] -0.846252110 -3.031314388 -1.559085384 -3.210564526 -2.491885786
## [211] -2.385676918 -2.069926372 -1.657370446 -1.651834612 -2.140291567
## [216] -1.732682967 -2.095996119 -1.064387220 -0.506399430 -2.479785476
## [221] -2.458399124 -1.103044479 -2.366449324  0.368780428 -0.297826943
## [226] -0.392396122  0.329432155 -1.166057324 -1.118785640 -0.731274380
## [231] -1.812684062 -2.537259396  0.038028151 -3.192879991 -2.267026337
## [236] -3.592329079 -3.054860073 -1.836325310 -2.366952960 -2.501410046
## [241] -2.145336467 -2.317828047 -1.874053233 -1.534795677 -0.473170791
## [246] -1.996377662 -2.290459154 -1.785992596 -1.351855267 -2.290010024
## [251] -0.757972384 -3.114978665 -3.016404317 -3.295203244 -0.551976678
## [256] -2.698870721 -1.509931357 -2.607167109 -1.109785876 -2.906584510
## [261] -1.477392261 -2.474129387 -2.984688578 -2.204586565 -1.524430615
## [266] -0.480699080 -1.624349069 -1.025339843 -1.263124230 -0.784312495
## [271] -2.259969634  0.154783743  0.249513464 -1.000715852 -2.395497107
## [276] -3.924219823 -0.574408709 -1.181774338 -2.722746528 -0.631021965
## [281] -1.853609629 -1.175792830 -2.188221814 -0.434528379 -0.763638576
## [286] -1.848880628  0.097065217 -0.951283558 -0.600425445 -1.785635448
## [291]  5.049088610 -1.132658178 -0.957087512 -0.228404562 -0.997819637
## [296] -1.268528649 -2.221736459 -2.312990380  0.761897313 -3.280078444
## [301] -0.128180329 -2.029778532 -0.987167215 -0.386249313 -1.562899998
## [306] -1.267764869 -1.201585688 -1.877948062 -1.385070199 -2.844878306
## [311] -1.588543020 -2.099346894 -1.557802933 -2.990380780 -1.296274029
## [316] -2.371476251 -2.648106862 -3.123943952 -1.714139226 -1.863722644
## [321] -1.269075761 -2.031447435 -2.700501024 -0.890078838 -1.259610549
## [326] -3.145274328 -0.760051685 -1.425835598 -1.680898463 -0.457398522
## [331] -1.497377517 -1.836466191 -1.648692125 -1.673850042 -1.254763966
## [336] -2.011609740 -0.954890879 -0.109770543 -0.339361379 -2.297236594
## [341] -3.020262183  0.088766640 -1.629003444 -1.295412506 -1.125800903
## [346] -0.435610118 -2.357332412 -1.381842465  0.152579103 -0.832419902
## [351] -2.373090200 -0.045904654 -2.814887859 -1.862550885 -0.605093156
## [356] -1.062506373 -2.413834292 -1.181494857 -0.522731589 -1.208985121
## [361] -2.025708829 -2.592192228 -1.222128452  0.787294609 -1.068729167
## [366] -2.517538789 -1.382744179 -1.963371713 -0.330666116 -1.779096404
## [371] -3.343349003 -1.162409152 -0.512916598  0.425701575 -1.206903334
## [376] -1.520627242 -0.973271156 -3.073205484 -1.621743917 -0.324002970
## [381] -0.338801832 -3.306642788 -3.691456186 -1.227690237 -0.713515674
## [386] -2.533703935 -1.218054517 -0.927785831 -1.011810265 -1.220011641
## [391] -2.127194391 -0.363804165 -2.084622125 -1.061508093  0.137254851
## [396] -3.308266515 -0.478585469 -0.774800448 -0.050448224 -1.305745318
## [401] -1.987642062 -2.711620034 -1.925580825  0.211696919 -0.519675796
## [406] -2.068735131 -1.411134543 -0.777342714 -0.210057764  0.858447437
## [411] -1.544288391 -0.596216068 -1.711978394 -1.939004119 -3.016075860
## [416] -1.814048523 -3.484333843 -2.189966270 -0.870464311 -0.300640472
## [421] -0.595601184  0.284764855 -3.468168037 -3.015944765 -2.849277265
## [426] -0.223989199 -1.714113697 -2.993143080 -2.289688605 -1.337814607
## [431] -1.640396999 -1.530203781 -1.473178641 -0.654685439 -1.126631883
## [436] -3.572154309 -0.462881898 -0.114093778 -0.048558407  0.094847076
## [441] -2.162040475 -1.552458835 -1.762814305 -0.913695379 -1.115358825
## [446] -1.663233120 -0.196415235 -1.260445524 -1.804714856 -3.129403167
## [451]  3.070152277  1.896679736  0.697555009  0.523611096 -0.886207983
## [456]  3.403410197  2.682417247  1.655761419  1.570144371  0.890861787
## [461]  1.340036827 -0.594927046  2.664020820 -2.544649121  2.293183603
## [466] -0.915048986  1.296855787  5.289947390  4.343778546  5.784395789
## [471] -0.834689357  1.546117199  1.193398958  3.786911737  0.029480522
## [476]  4.492484100  2.211150330  1.137275128  2.483353258  5.660409708
## [481]  2.999114162 -0.767144665  1.519983400 -0.208320894  3.325322402
## [486]  0.030682756  1.055977703  9.528914641  0.485561333  0.194402965
## [491]  3.797847790 -0.337348262  0.821856746 -0.508792466  0.001262612
## [496]  3.187542953  1.834824802 -0.411884150  2.377090761  0.958116014
## [501]  2.315538514  4.101046423 -0.614173759  2.964650711  0.687525449
## [506]  1.295056127  7.441486911  5.720462848  2.950690461  4.605496157
## [511]  0.125552623  0.146218262  0.740187096  0.053040987  3.920349884
## [516]  4.886684408  5.749203855  0.682630818 -0.859890661  0.061501432
## [521]  3.792478800  0.125735724  4.781115339  1.477043637 -1.591500225
## [526]  1.822943308 -0.857963718  3.896260987  2.038628464 -0.260684190
## [531]  0.640226822  1.440752796  0.142737992  2.494352323  4.152367409
## [536] -0.280160677  0.624514817 -0.175478203  3.358348237  1.195322678
## [541]  4.404762174  5.332198719  2.968228006  1.548147249  1.064352790
## [546] -0.781005600  0.122790183  1.797366259  2.483197335  0.651766691
## [551]  0.295553846 -0.790370976  5.363353700 -0.014975916 -0.368388486
## [556]  1.965024143  0.765354559 -0.078344968 -0.277117164  2.686060806
## [561]  4.394581584  2.944092948  0.433774555  1.756340102  1.329189824
## [566]  2.610718770  1.654308480  3.507304724  2.295014839  0.710746219
## [571]  1.172640160 -0.233493013  0.455731394  4.465199975  5.747245236
## [576]  3.239729864  1.433973968  2.499665568  2.414656261  2.811106502
## [581]  5.915339361  5.485182368  3.131100802  2.045506072  1.004998350
## [586] -1.365314118  4.014733238  0.642067950  1.620834603  1.363216592
## [591]  4.348218637  1.155994695  2.618152304  1.976259306  2.742651377
## [596]  0.072253015 -1.704948620  1.147889100 -0.137397907  3.606028275
## [601]  0.859666407  2.304640400 -0.289535191  2.573823470  0.902385628
## [606]  4.241612533 -0.352948430 -1.365526244  1.225663424  2.129533486
## [611] -0.144387983 -0.692908945  2.438301169  1.567827083 -1.567719092
## [616]  0.991783563  5.138040616  2.147660072  1.120805097  1.521612153
## [621] -0.228209552  3.153318494  5.289696783  3.055623938 -0.343277972
## [626]  0.793480653  1.321791166  0.884110720  1.004261359  0.120848417
## [631]  0.784963457  0.593727853 -0.003825498 -1.730444297  4.559915937
## [636] -0.966085346  0.926772802  3.882175384  0.904113708 -1.342008088
## [641]  0.531865765  2.409326874 -0.237102611  1.131886977  1.688998321
## [646]  1.511020306  0.117918316 -0.338935585 -0.621264099  1.341009421
## [651]  5.107298298  1.217491455  0.832375817  0.854790328  4.345705213
## [656] -1.036039506  4.221293456  5.415616330  0.266639380 -0.019678335
## [661] -1.820733943  3.545420476 -2.996100896 -0.097499891  1.449716631
## [666] -0.143412608  4.336608081  1.044408493  6.038757971  0.479439818
## [671]  3.856140669  5.108712440  0.849808786  1.061008982 -0.416972800
## [676]  1.536022202 -1.840436503  3.179580315  4.704683346  2.450427510
## [681] -0.724045011  3.851248702  1.822044360 -1.275578747  0.244074132
## [686]  0.700799245 -1.279224973  2.642560857 -1.851757581  0.319046249
## [691]  0.448874325  3.096727796  2.575253037 -2.089992800  6.988994213
## [696]  0.327391347  0.221656724  0.012155373  0.391957398  2.358339250
## [701]  1.933449995  3.193759233  3.582571526  2.820146786  2.664087919
## [706] -0.125608890 -1.567333010  0.625883581  6.500561728  1.219774303
## [711] -1.046591561  5.449905342 -0.001188612  1.118102625  0.420564221
## [716]  0.592260830  1.259150920 -1.654667513  0.043121588  1.476170269
## [721] -1.155391001  0.532049460  2.325745254  0.652288046  0.586943861
## [726] -0.210410105  0.116346884  1.705126160 -1.845501461 -0.249259308
## [731]  0.385543883 -0.158308094  1.180639981  0.979132814  0.706941544
## [736]  2.117242011  1.854322999 -2.312112869  4.035208712 -0.040197901
## [741]  1.704611751  2.220460099  1.383609493  1.055199228 -1.888911186
## [746] -0.221411546  2.482930352  3.313533798  0.472035697  0.716996531
## [751]  1.070876340  4.702546872 -2.069227729 -0.162136842  1.933530090
## [756]  4.421404316  3.217259315  0.785673897  0.589098439  2.194199753
## [761]  2.556813733 -0.944143119  1.343123450  1.407062140 -0.399371130
## [766]  2.035233612  0.123420916  2.862633224  4.861682714  4.911122677
## [771]  2.216947858  4.268268427 -0.671722340  1.082772559 -0.078164109
## [776]  0.061024132  4.016487756  4.444321343  3.366828225  1.115372169
## [781] -0.717930669  4.068807573 -1.981488675  1.076413566 -0.109517260
## [786] -1.351885780  3.020510193  1.254816418  2.073287069  0.043729551
## [791]  1.025479964  2.899324501  0.312726432 -0.241229644  1.131647704
## [796] -0.285913633  0.050791993  0.541798194 -1.060699344  0.098223491
## [801]  2.824315662  3.703005261 -0.089863563  3.055857781  6.325069982
## [806] -1.378241750  3.200822916 -0.499496031  0.572691595  0.903261622
## [811]  2.092370250  0.189576676  7.128640027  4.023984809  0.386640824
## [816]  1.725737896 -1.182814898 -0.163795674  0.557234723 -0.182659382
## [821]  3.583478279  1.910119251 -1.397373734  1.101607493  1.296895247
## [826] -1.624535758 -2.265215919 -1.315583784  0.065097974  2.718592225
## [831]  2.054303867 -2.671785399  0.029936306 -0.528461107  3.204017996
## [836]  0.617939396  7.478838503  2.935991790  0.021478631 -1.184122709
## [841] -2.420897440  0.234480252  0.958255234  0.573301415  0.572330322
## [846]  3.392116991 -0.709670912  4.112407819  0.427507362  0.617557725
## [851]  1.382815359 -0.645388855 -0.542322280  2.326113044 -0.343909483
## [856]  5.414001215  3.587816203  1.681821607 -1.249942414  2.737685113
## [861]  3.882801770 -2.155503662  0.884724832 -0.652786245  2.522405849
## [866]  3.430659622  6.581184302 -0.795440846  2.959869739  0.001651026
## [871]  4.637884578  1.151884499 -1.198065694  0.665281891  0.705842816
## [876]  0.397096262  2.149179698  2.158994580  3.562259367  0.253963537
## [881]  6.043016652  3.440207831  1.306786105  4.060524502  1.337817949
## [886] -1.748576448  2.648973008  0.676346417 -1.106787095  0.061387145
## [891]  0.315353248  0.889175659  3.631705071  4.911081171  1.770735545
## [896] -0.114564832  0.273425113  0.682071808  0.648049242  0.487283856
raisin_data_pca$x
##                 PC1           PC2          PC3           PC4           PC5
##   [1,]  0.076951073 -0.4530761696 -1.088608919  0.0267738442  1.413079e-01
##   [2,] -0.475111731  0.4451208721  0.016363399 -0.1158801649  1.219277e-01
##   [3,]  0.371902131  0.8015624549  0.786050032 -0.2648153561  6.215554e-02
##   [4,] -2.620987667 -0.3023954931  0.482452785  0.0995414716 -1.152667e-01
##   [5,] -0.961519225 -2.9661137960  0.451903015  0.2997163137  1.756736e-01
##   [6,] -2.171955504  0.9238981739  0.344990538 -0.1293424034 -1.391647e-01
##   [7,] -2.550059292  1.3398920897 -0.198602050 -0.1124216709 -2.239044e-01
##   [8,] -1.751482293 -0.9208544036 -0.150325574  0.0243266245 -9.929269e-03
##   [9,] -2.462199822  1.1344298836 -0.817618388 -0.0162719723 -1.404041e-01
##  [10,] -1.259785008  0.6811445705  0.337074197 -0.2024068876 -5.473558e-02
##  [11,] -0.049752921  1.0449823957 -0.298573995 -0.0086470271  7.980028e-02
##  [12,] -2.601221747  0.5899027281 -0.295981802 -0.0532206129 -1.865266e-01
##  [13,] -2.825803420 -0.1532417395  0.576788726  0.0896005571 -2.082087e-01
##  [14,] -1.216069894 -3.0822756312  1.110065860  0.4123305612  1.079293e-01
##  [15,] -0.673474424  0.2173180209  0.329314081 -0.1593275844  7.297542e-02
##  [16,] -3.254523251  0.8085535625 -0.043091917  0.0101416350 -2.839253e-01
##  [17,] -1.133177688  0.2401498192 -1.572105785  0.1243581741  5.692535e-02
##  [18,] -1.351924347 -0.0324006951  0.228626676 -0.1216806275 -1.330176e-02
##  [19,] -2.621030511  0.5189947014 -0.654109346 -0.0279622835 -1.845189e-01
##  [20,] -0.782144951  0.4937635556 -1.112422891  0.0458712198  2.846131e-02
##  [21,] -1.162284438 -0.9756544947  0.097936977  0.0118502985  1.021784e-01
##  [22,] -1.846454972 -0.3332826213 -0.173382137 -0.0127100852 -3.003437e-02
##  [23,] -0.346411038 -0.2555417924  0.566728254 -0.2100455589  6.492543e-02
##  [24,] -2.016633539 -1.9334004289  3.426842132  0.5881453868 -3.352888e-02
##  [25,]  0.430993843 -0.1862007999 -0.014487759 -0.2197324822  1.745424e-02
##  [26,] -0.851444536 -0.9835876935  0.275924460 -0.0558765160  8.748798e-02
##  [27,] -1.314929693 -2.5326225525  0.427520953  0.2491783999  9.140713e-02
##  [28,] -1.619503926 -0.1808847514  0.305090221 -0.0543366581 -4.366843e-03
##  [29,] -0.978501671 -2.9082880109  1.295878288  0.3260558461  9.353194e-02
##  [30,] -1.496620396 -0.2727719965 -0.768401597  0.0021889381  8.603834e-02
##  [31,]  0.038075289 -0.7132900066 -0.697456869 -0.0729069311  1.285588e-01
##  [32,] -2.604173867  0.9469951960 -0.625715193 -0.0329125262 -1.799161e-01
##  [33,] -0.854013766 -1.0658342721  0.442415598 -0.0181695488  1.247972e-01
##  [34,] -1.547431582 -0.4742490370 -0.652725291  0.0058895187  4.038283e-02
##  [35,] -3.211492675 -2.4916076397  3.047945382  1.0629474407 -2.265876e-01
##  [36,] -3.347158755 -2.0349465718  1.087361663  0.6897476487 -1.983029e-01
##  [37,] -2.089654688 -0.8684962570  0.877191937  0.1487948495 -2.451338e-02
##  [38,] -1.579927185  2.1141975305  0.413203973 -0.1630025427 -1.039260e-01
##  [39,] -0.512154997 -0.0981361703 -0.439924654 -0.0839061526  9.561678e-02
##  [40,] -2.614974529 -1.6009880228 -0.009435182  0.2971333940 -7.980822e-02
##  [41,]  0.111802328 -2.1379917626  0.589326739  0.0034939937  2.042304e-01
##  [42,] -1.020892584 -0.6381515179  0.245608393 -0.0771054954  7.456047e-02
##  [43,] -0.706472589 -0.9462724051  0.086936043 -0.0335921870  1.405444e-01
##  [44,] -0.394206396 -3.1686575400  1.701636096  0.2843600801  1.162792e-01
##  [45,] -0.235643804  1.5801010773  0.291119194 -0.1206992478  1.004006e-02
##  [46,] -1.635471292  0.3896727296  1.153514690 -0.0876888576  5.433820e-02
##  [47,] -1.048339792 -0.2886420094 -0.372945704 -0.0823370256  4.463905e-02
##  [48,] -3.222712077 -2.3405742772 -0.726903564  0.5616276357 -8.355993e-02
##  [49,] -2.317235687  0.5551763399 -1.174243744  0.0342718106 -8.041228e-02
##  [50,] -2.108823108  0.1400119417  0.644267036 -0.0433954816 -7.760296e-02
##  [51,] -2.377909865  1.3624324507  0.013001608 -0.1403435560 -1.964782e-01
##  [52,]  1.570878740  0.2131916335  0.107811214 -0.1744142499  1.199249e-02
##  [53,] -0.943803219  1.9173903128  0.396560856 -0.1820048600 -9.070034e-02
##  [54,] -2.146490398  1.8934738001  0.081643423 -0.1136679550 -1.488221e-01
##  [55,]  1.267601054 -0.2617513658  0.343587281 -0.2672562593  5.037740e-02
##  [56,] -2.340718220  0.5909221781  0.429356512 -0.0897581493 -1.322449e-01
##  [57,] -1.934303232 -0.7524082521  1.005190787  0.1192166470  1.433970e-02
##  [58,] -1.902479633  0.5092018274 -0.125742031 -0.0547025878 -2.237302e-02
##  [59,] -1.423446640 -2.1584724173  1.434499897  0.3356638381  1.380101e-01
##  [60,] -3.986276986  1.0119067959 -0.107018603 -0.0023388646 -5.394337e-01
##  [61,] -1.290636670 -0.3625241629  0.599253533 -0.0814645556  1.927141e-02
##  [62,] -2.314909680  0.3424565441 -0.228621419 -0.0333594133 -1.057106e-01
##  [63,] -0.146297984  1.4801533681  0.116125451 -0.0774265943  3.191584e-02
##  [64,] -1.370539922 -0.0498307689  1.078805235 -0.1136714394  1.351538e-02
##  [65,] -1.359669881  1.1532863911 -0.103142656 -0.1154928662 -4.411369e-02
##  [66,] -1.567744113  0.1975115440 -0.012759151 -0.0600824457  2.883971e-02
##  [67,] -1.915144941  0.6629702898  0.155064617 -0.1225957133 -9.928690e-02
##  [68,]  0.236979655  0.7369856768  0.408305482 -0.2252211394  2.728176e-02
##  [69,] -2.149989379 -0.4300022638 -0.768844405  0.0649381373  4.144099e-03
##  [70,] -0.836854991 -0.0159173066 -0.408462476 -0.0578862663  8.306064e-02
##  [71,]  0.633889501  0.1263727460  0.444696889 -0.2115354005  1.748963e-01
##  [72,] -1.179993109  1.1024068771 -0.314535909 -0.0146440598  9.255627e-02
##  [73,] -0.867076210  0.0695460192  0.059013798 -0.0755375159  1.626158e-01
##  [74,] -1.030784979 -0.0785943812 -0.191746753 -0.0651113156  9.071813e-02
##  [75,] -2.156728723 -0.2020514368  0.438527359  0.0047340986 -7.313518e-02
##  [76,] -2.270459100 -0.1613224525 -0.227775198  0.0094788030 -8.403732e-02
##  [77,] -0.696459099 -0.5818985677 -0.585349591 -0.0436384729  1.135901e-01
##  [78,] -2.718777998  0.0775455946 -0.520110496  0.0307671733 -1.438037e-01
##  [79,] -0.510139531 -0.1820300082 -1.298697587  0.0348457651  8.497374e-02
##  [80,] -2.352779351 -0.2441492279 -1.470638894  0.0805998854 -5.627480e-02
##  [81,] -2.061764861  0.5558171842 -0.185760840 -0.0797913154 -8.373430e-02
##  [82,] -1.848978113  0.0830441492 -0.054074548 -0.0090226340  5.329194e-02
##  [83,] -1.512617910  0.7207075815  0.446544211 -0.1171739597  2.436995e-04
##  [84,]  0.056842355 -2.8109102870  1.532990519  0.0969136719  1.197527e-01
##  [85,] -0.523557410 -0.0897521450 -0.001702135 -0.1280440540  8.793056e-02
##  [86,]  6.992432162  3.5734723933  2.641388605  0.9528560286  1.914333e-01
##  [87,] -0.831230810  0.7591580526  0.326822308 -0.2212028365 -3.600547e-02
##  [88,] -3.089613309  0.0337903947  0.245832805  0.0642182972 -2.775486e-01
##  [89,] -3.190561413  0.4059032447 -0.322088139  0.0371468251 -2.557782e-01
##  [90,] -2.363813878 -0.0842494088  0.277512163  0.0154701194 -1.005348e-01
##  [91,] -2.116812568 -0.6331195143 -0.443124197  0.0428174094 -4.453069e-02
##  [92,] -1.853091400 -0.0009161954  0.484789187 -0.0553121735 -3.669161e-02
##  [93,] -0.095751315 -0.0367267928 -0.057501929 -0.1637181205  7.585186e-02
##  [94,] -1.299744573 -0.7901503818 -0.647266517 -0.0175880569  4.230961e-02
##  [95,] -1.948826245  0.2079321885 -0.418087070 -0.0024432811  2.466919e-03
##  [96,] -3.100285187 -0.3307275354 -0.425103108  0.1371520394 -2.059406e-01
##  [97,] -0.903311887 -2.3562064699  0.204331925  0.1156150674  9.504738e-02
##  [98,] -1.821880071 -0.6973253413  0.095880407 -0.0082909940 -2.839962e-02
##  [99,] -2.347673351  0.4669894792  0.293687118 -0.0671265444 -1.454189e-01
## [100,] -1.201047226 -2.0309684491  1.140641209  0.1455543868  3.261484e-02
## [101,] -0.329914438 -0.4656107713 -1.150637056  0.0002293847  9.220138e-02
## [102,] -1.501379133  0.7328956496 -0.940104949  0.0151921977 -2.164884e-04
## [103,] -2.041654194 -1.0946567891  0.892611955  0.1314147719 -4.384265e-02
## [104,] -1.723281459  0.1095242801 -1.085507101  0.0639702403  7.356778e-02
## [105,] -1.593952578  0.0531915208 -0.191163586 -0.0582407125  1.190871e-02
## [106,] -2.419699701  1.2213110200 -0.394782722 -0.0896729528 -1.888075e-01
## [107,] -2.840815769 -2.2310763133  2.054994827  0.7444535741 -9.882438e-02
## [108,] -1.224007758 -0.9710965139  1.020381609  0.0257367863  9.754296e-02
## [109,] -0.377141572 -1.0330672395 -0.204972211 -0.0811517877  1.364604e-01
## [110,] -1.605318440 -1.7482827910  0.077448135  0.1619329955  7.135504e-02
## [111,] -0.256336228 -0.3753077357  0.404845505 -0.0671086385  2.222567e-01
## [112,] -2.389222471  0.5996372400 -1.206339108  0.0791952726 -6.023991e-02
## [113,] -2.108166266  0.4033576074 -0.361228297 -0.0773552881 -1.140116e-01
## [114,] -2.678658633 -2.6608036042 -0.768719895  0.4844726065  1.321387e-03
## [115,]  0.552722675 -0.2564576073 -0.057593667 -0.1124047610  2.134975e-01
## [116,] -0.176592819 -0.2871474950 -0.101115907 -0.1266324398  1.130288e-01
## [117,] -0.333769336 -0.4905770555 -0.773011786  0.0144908162  1.938107e-01
## [118,] -0.206259394 -2.0028469757  0.237328981 -0.0198326760  1.388486e-01
## [119,] -1.361059915  0.3352450325  0.016616062 -0.0685754367  4.962439e-02
## [120,] -0.733896291 -1.5011005426  0.520338899 -0.0083001724  9.902004e-02
## [121,] -1.097451810 -0.5975505939  0.591225595 -0.0388440408  1.171241e-01
## [122,] -2.023437179  0.2707279522  0.290887020 -0.0464583361 -2.138080e-02
## [123,] -2.525602712 -1.3758930519  0.511603279  0.2681012039 -9.761315e-02
## [124,] -1.711830793  0.0406809165  0.377133156 -0.0334602254  8.709673e-02
## [125,]  0.315952501 -1.5390523859  0.568121437 -0.0979934388  2.128554e-01
## [126,] -1.755598580  1.3169074543  0.018571504 -0.1446282115 -1.140696e-01
## [127,] -1.551396299 -2.7442430592  1.132774481  0.3994565151  4.613920e-02
## [128,] -2.331000745 -1.9591506148  0.983265932  0.4082097521 -4.454290e-02
## [129,] -2.458144477 -0.2364332300 -0.137664821  0.0572306354 -7.763318e-02
## [130,]  0.306234585  1.2384792362 -0.115421225 -0.0512940687 -6.829184e-03
## [131,] -1.042227385 -1.8988235297  0.120640059  0.1045778940  1.385565e-01
## [132,] -1.149787696 -0.9285593859 -0.262700393 -0.0463770803  3.566851e-02
## [133,] -2.208329860  0.9232400428  0.211595384 -0.1235772796 -1.476254e-01
## [134,] -2.147927409  0.0442311870  0.229487254 -0.0287111322 -7.858650e-02
## [135,] -1.914204486  0.5718143921 -0.239202229 -0.0707542982 -6.133820e-02
## [136,] -1.593997350  1.2087814058  0.253885147 -0.1692021006 -9.190668e-02
## [137,]  0.589172409  0.3345835289  0.335339361 -0.2424306758  1.743587e-02
## [138,] -1.376482308  1.6153056227  0.379920394 -0.1605939055 -5.011704e-02
## [139,] -1.719836213  0.8043912724 -0.869755777  0.0298966911 -7.989551e-03
## [140,]  1.026181860 -1.3575262134 -0.221958731 -0.2132262302  7.020403e-02
## [141,] -2.655737258 -1.3464567445  0.751031783  0.3115195635 -1.174568e-01
## [142,] -1.852376160  0.3605209375 -0.994386565  0.0272624294 -1.905646e-02
## [143,] -0.578343668  1.0465793544  0.169356260 -0.1459013854  3.498507e-02
## [144,] -2.336974525 -0.2509639597 -0.206675842  0.0024401938 -1.270073e-01
## [145,] -2.456210400  0.1790231976 -0.131714437 -0.0159606777 -1.233129e-01
## [146,] -0.818795429  0.9216666775  0.169790130 -0.1475738601  3.075896e-02
## [147,] -0.673257562 -0.0064494751 -0.091229890 -0.1296465876  5.427623e-02
## [148,] -1.894145088  0.1736319956 -0.627780170 -0.0234932983 -3.545424e-02
## [149,] -2.889514263  0.2604053980 -0.621156309  0.0302645051 -1.841229e-01
## [150,] -1.442955521 -1.3872380583 -0.148856424  0.0830279236  8.393661e-02
## [151,] -2.476664123  0.4799163304  0.838967795  0.0093420706 -9.998172e-02
## [152,] -1.854331365 -0.9320017887 -0.982751169  0.0672313733  2.663775e-02
## [153,] -0.883542678 -1.1325390497  0.043159819 -0.0369481163  9.119632e-02
## [154,] -0.777281252 -1.3116542856  1.015826907 -0.0270781851  7.944315e-02
## [155,] -0.840164920 -1.1872307171  0.518796365 -0.0208195758  1.103201e-01
## [156,] -0.067061441  0.7243002635  0.491283543 -0.2155222829  4.955859e-02
## [157,] -3.406993167 -3.3544583128  2.388849553  1.2310166780 -2.393576e-01
## [158,] -1.722737790 -0.1520963277 -0.699026345  0.0024925757  8.421865e-03
## [159,] -3.173189371 -0.3904562096  1.561086029  0.3136864455 -2.566778e-01
## [160,] -2.497431327  1.9077106920 -0.086497578 -0.1103899167 -2.128225e-01
## [161,] -2.333759538  0.6135917941  0.009129565 -0.0816329130 -1.485960e-01
## [162,] -2.221576842 -0.8793544993  0.579859368  0.1550016078 -2.630012e-02
## [163,] -0.739564940  0.0844386464 -0.284880781 -0.0885033441  6.583606e-02
## [164,]  0.487589033  0.1986259785 -0.484083697 -0.0146368968  1.744949e-01
## [165,] -0.743985344 -0.3920937792 -0.900434609  0.0236811871  2.238103e-01
## [166,] -1.578402043 -0.4027916418 -0.936841251  0.0398514570  7.314991e-02
## [167,] -2.035451907 -0.0893446492 -0.491017857  0.0349224809  2.475071e-02
## [168,] -3.018140108 -0.7642133597  0.115441749  0.2397760547 -1.522888e-01
## [169,]  0.279979279 -0.1859141743  0.005845496 -0.1853589392  6.709053e-02
## [170,] -2.517390806  0.6018934467  0.250988285 -0.0449710942 -1.490908e-01
## [171,] -0.136237921  0.0081480624  0.311702998 -0.1696476493  1.141964e-01
## [172,] -1.484309140  1.0199822553  0.540171424 -0.1575523897 -3.107927e-02
## [173,] -1.658818385 -0.0359019336 -0.240848634 -0.0646374881 -1.364476e-03
## [174,] -0.809720511  0.3319578973 -1.200559758  0.1090295345  1.508850e-01
## [175,] -1.931062738  0.7766134369 -0.811171097 -0.0262004138 -8.225881e-02
## [176,] -0.433672782  0.2544638025  0.492870236 -0.1541128374  9.058709e-02
## [177,] -0.393335296 -2.1228716617  0.014649992  0.0669663957  2.230992e-01
## [178,] -2.405140090 -1.3943533989  0.034663646  0.2114917891 -6.680819e-02
## [179,] -3.284456631 -1.2566138076  1.247438261  0.4830143944 -2.240282e-01
## [180,] -2.414194019 -0.3548500652 -0.529308504  0.0416030211 -1.042561e-01
## [181,]  0.128578267  0.1163749334 -0.361088265 -0.0983164336  7.735107e-02
## [182,] -1.107706562 -0.2896177815 -0.608449129 -0.0335544366  5.564585e-02
## [183,] -1.650786153 -1.4530348331 -0.002455031  0.0919065539  3.261674e-02
## [184,] -2.336531839  1.5285670977 -0.676134807 -0.0263201063 -1.573306e-01
## [185,] -0.587128274 -0.9108615233  0.536070251 -0.1649144876  1.187559e-02
## [186,] -2.637411334  0.5070310789 -0.195433188 -0.0385985514 -1.928526e-01
## [187,] -3.202836214 -0.5496345826 -2.114707658  0.1856413371 -1.722888e-01
## [188,] -1.982391240 -0.7603359694  0.508035137  0.0391106314 -6.294236e-02
## [189,] -1.090853942 -0.2044690451 -0.292365527 -0.0920521848  2.783580e-02
## [190,] -0.423709957 -0.2954049511 -1.071657583 -0.0070925291  8.558094e-02
## [191,] -0.616856756 -0.6769907213 -0.838999579 -0.0723413361  5.112086e-02
## [192,] -0.365654012 -1.4979340613  0.652817912 -0.1102442868  5.769476e-02
## [193,] -3.842691203 -3.1384493104  0.872866506  1.0784510821 -2.703805e-01
## [194,] -0.290461962  0.2096771296 -1.154032542  0.0490640620  5.893153e-02
## [195,] -2.478424238  1.4764230006  0.479343640 -0.2000326154 -2.512620e-01
## [196,] -0.254540914 -1.3667581153  0.267333246 -0.0984567941  9.964599e-02
## [197,] -1.089482315 -0.0005727229 -0.110587865 -0.1422443534 -2.349527e-02
## [198,] -0.920537808 -3.9946575032  1.587936936  0.5558969106  7.227240e-02
## [199,] -1.611954946  0.0009109527  0.515536059 -0.0797218602  2.989875e-03
## [200,] -1.741677376 -0.1136338943  0.192547526 -0.1090187284 -8.696412e-02
## [201,] -1.637590984 -1.0118777872  0.133306949  0.0154655284 -1.200700e-02
## [202,] -1.591104480 -0.2543583873  1.012087171 -0.0848213573 -1.779380e-02
## [203,] -0.684038862  0.2225219192  0.165840239 -0.1739663139  1.251020e-02
## [204,] -0.770920537 -0.1545415531 -0.843001388 -0.0512573927  4.590991e-02
## [205,] -1.334187233 -0.6221831719  0.577052420 -0.0382256002  3.448041e-02
## [206,] -0.846252110 -0.6727814590 -0.250561202 -0.0955153646  5.041781e-02
## [207,] -3.031314388  0.4090278820 -0.083252317  0.0004152954 -2.652588e-01
## [208,] -1.559085384 -0.2998084224  0.233994929 -0.0391286365  2.257625e-02
## [209,] -3.210564526 -0.9328988457  0.260307528  0.2909095590 -2.124707e-01
## [210,] -2.491885786 -1.1534962374 -0.781130055  0.1403854729 -8.786185e-02
## [211,] -2.385676918  0.0555849535  1.165555270  0.0137378871 -1.215280e-01
## [212,] -2.069926372  2.2266225439  0.258260027 -0.1691796342 -1.937404e-01
## [213,] -1.657370446  0.0828492780 -1.711830543  0.1046016287 -4.043517e-03
## [214,] -1.651834612  0.2173404204 -0.208826344 -0.0885245668 -3.953435e-02
## [215,] -2.140291567 -0.2399222089 -0.711456424  0.0416658396 -3.198474e-02
## [216,] -1.732682967 -1.0900181917  0.712446303  0.0718932685 -1.110982e-02
## [217,] -2.095996119  1.7132247609  0.443664652 -0.2023389575 -1.800330e-01
## [218,] -1.064387220  1.0306843260  0.275007596 -0.1191436611  5.737847e-02
## [219,] -0.506399430  0.8317872440 -0.210992847 -0.0447432608  1.176861e-01
## [220,] -2.479785476 -0.7368204817  0.587735640  0.1663484340 -8.230466e-02
## [221,] -2.458399124  0.5972299986  0.930670426 -0.0177463338 -1.288058e-01
## [222,] -1.103044479  0.6749652762  0.210487281 -0.1129298933  6.336948e-02
## [223,] -2.366449324 -2.6245581742  0.641640010  0.5408251116 -1.220417e-03
## [224,]  0.368780428 -0.0408188480  0.298067781 -0.2224895143  8.343853e-02
## [225,] -0.297826943  0.1146043627  0.814026108 -0.2438221107  2.977143e-02
## [226,] -0.392396122 -0.1238642759 -0.097642372 -0.1386161259  1.044939e-01
## [227,]  0.329432155  0.7189544358  0.398373227 -0.1817413379  1.112416e-01
## [228,] -1.166057324  0.1330869086 -0.418506908 -0.0659250180  5.358201e-02
## [229,] -1.118785640 -2.5372252263  1.393877388  0.3262063491  1.327815e-01
## [230,] -0.731274380 -0.8866532320 -0.310806716 -0.0808388003  7.427272e-02
## [231,] -1.812684062  0.7108041091 -0.243758086 -0.0874559607 -5.830415e-02
## [232,] -2.537259396 -2.1761776206  1.282679549  0.5593244771 -3.116968e-02
## [233,]  0.038028151  0.5308100625 -0.192407343 -0.1027514631  7.859572e-02
## [234,] -3.192879991  1.0278370999  0.185008961 -0.0417773200 -3.133632e-01
## [235,] -2.267026337  0.4408365963  1.014650181 -0.0681712802 -1.401467e-01
## [236,] -3.592329079 -2.5741500282  0.678799141  0.7959324245 -2.586473e-01
## [237,] -3.054860073 -2.3031645182  0.888088461  0.6124295860 -1.793950e-01
## [238,] -1.836325310  0.9675407403 -0.846039596 -0.0079284942 -7.193993e-02
## [239,] -2.366952960  2.4656075195  1.125115709 -0.2479129049 -2.095643e-01
## [240,] -2.501410046  0.8317389013  0.741687394 -0.0832050676 -1.717138e-01
## [241,] -2.145336467 -0.0175403781 -0.092748932 -0.0127045747 -5.020220e-02
## [242,] -2.317828047  1.6899653140 -0.101165128 -0.0926019292 -1.567255e-01
## [243,] -1.874053233  0.5597021612  0.287713927 -0.1043292982 -4.262224e-02
## [244,] -1.534795677 -0.0204147515 -1.276818753  0.0394017195  2.675450e-02
## [245,] -0.473170791 -1.9615522415  0.228451053 -0.0100867863  1.083993e-01
## [246,] -1.996377662 -0.7359024317  0.524432348  0.0870536569 -8.919327e-03
## [247,] -2.290459154  1.0384174079  1.018229303 -0.0751956657 -9.203537e-02
## [248,] -1.785992596  0.1537242241  0.253212476 -0.1028859449 -6.586652e-02
## [249,] -1.351855267  0.7042602962  0.689471170 -0.1606523812 -2.454233e-03
## [250,] -2.290010024  0.0540700592  0.420815647 -0.0261873192 -1.215004e-01
## [251,] -0.757972384 -1.5441643111  0.651143473  0.0740004052  1.946769e-01
## [252,] -3.114978665 -2.2608384999  1.323866766  0.7031325508 -1.749011e-01
## [253,] -3.016404317 -0.0996934516 -1.231157822  0.0907940970 -1.853027e-01
## [254,] -3.295203244 -0.8978129388  2.480067120  0.5581722157 -2.776118e-01
## [255,] -0.551976678  0.4841321714 -0.579110149 -0.0423356252  5.285493e-02
## [256,] -2.698870721  0.6835445395 -0.229626047 -0.0618208635 -1.995905e-01
## [257,] -1.509931357 -0.5093780236 -1.634217732  0.0788361224  3.894604e-02
## [258,] -2.607167109  0.9476448497  0.050430533 -0.1269400826 -2.543504e-01
## [259,] -1.109785876 -1.7871661826  0.932230273  0.1361063910  1.165674e-01
## [260,] -2.906584510  0.3353966310 -0.683857602 -0.0216037919 -2.544918e-01
## [261,] -1.477392261 -0.1555483929  0.090371993 -0.0737898047  2.945148e-02
## [262,] -2.474129387 -0.1608591162  0.447884501  0.0434541564 -5.616164e-02
## [263,] -2.984688578 -1.1661767005 -0.073225621  0.2644010417 -1.740664e-01
## [264,] -2.204586565 -0.3127354487 -1.246408408  0.0549083456 -5.556382e-02
## [265,] -1.524430615 -0.1590029333 -0.233178592 -0.0461974168  2.150157e-02
## [266,] -0.480699080  0.0931531045  0.461413707 -0.2042750418  4.101674e-02
## [267,] -1.624349069  0.0262219085 -1.376747703  0.0341473340 -1.705473e-02
## [268,] -1.025339843 -0.0904118344 -1.020908873  0.0168658946  7.311799e-02
## [269,] -1.263124230  0.4593628566 -1.346008587  0.0792883380  8.508813e-03
## [270,] -0.784312495  0.4526935089 -0.155439306 -0.1627533355 -3.141206e-02
## [271,] -2.259969634 -1.5551250112  0.302325737  0.2515510064 -3.308046e-02
## [272,]  0.154783743  1.4844895753  0.584450498 -0.2013229561  4.031335e-02
## [273,]  0.249513464 -0.1663535619 -1.200571233  0.0336232479  8.208435e-02
## [274,] -1.000715852  0.2893937713 -0.159554722 -0.1242742518  4.799832e-02
## [275,] -2.395497107  1.1216544452  0.443699916 -0.0814743365 -9.148796e-02
## [276,] -3.924219823 -2.3315464712  0.134999305  0.7848579508 -2.964661e-01
## [277,] -0.574408709 -0.5859897372 -0.117934354 -0.0619232737  1.602071e-01
## [278,] -1.181774338 -0.1196171060 -1.595794529  0.0954010596  5.551919e-02
## [279,] -2.722746528  0.1951110391  0.707793260  0.0635508000 -1.347617e-01
## [280,] -0.631021965 -0.9851956292  0.117711991 -0.0905805252  7.233369e-02
## [281,] -1.853609629 -0.4405726308  0.770602224 -0.0120338689 -6.110549e-02
## [282,] -1.175792830 -0.0307587892  1.234114248 -0.1235715734  4.789970e-02
## [283,] -2.188221814 -1.0005339521  0.104039164  0.1121935415 -5.816942e-02
## [284,] -0.434528379  0.3977431709  0.036836854 -0.1627038619  2.916825e-02
## [285,] -0.763638576  0.3270736320 -0.497775521 -0.0886596694  1.837395e-02
## [286,] -1.848880628 -0.6318781885  0.170338263  0.0347435009  1.541424e-03
## [287,]  0.097065217 -1.7513726704 -0.150651954 -0.0664779229  1.576722e-01
## [288,] -0.951283558  0.8176786209  0.322478056 -0.1630383017  2.282012e-02
## [289,] -0.600425445  0.7620838518 -0.159527668 -0.1360331801 -1.314874e-02
## [290,] -1.785635448 -0.9819538525  0.477491146  0.0603658554 -2.493206e-03
## [291,]  5.049088610  2.6415365063  1.732212416  0.7192516977  8.838123e-01
## [292,] -1.132658178  1.2620453235  0.307569954 -0.2025061748 -8.126352e-02
## [293,] -0.957087512 -1.1553637823 -0.858156185  0.0241473576  1.485419e-01
## [294,] -0.228404562  0.0711813020 -0.411166911 -0.0675087546  1.184287e-01
## [295,] -0.997819637  0.0300884403  0.247820292 -0.1608794181  1.899199e-02
## [296,] -1.268528649 -0.5775548886  0.501384952 -0.1116371874 -3.622687e-02
## [297,] -2.221736459 -1.6245682498  0.976899719  0.3249073996 -2.911567e-02
## [298,] -2.312990380 -2.0024455348  1.415880497  0.4762470135  4.473555e-03
## [299,]  0.761897313 -1.0663323550  0.491522486 -0.2598366489  6.890131e-02
## [300,] -3.280078444  0.1479720508  0.238313401  0.0870773828 -3.002130e-01
## [301,] -0.128180329 -0.4858090390  0.316848917 -0.2149814876  3.781444e-02
## [302,] -2.029778532 -1.1111477076  0.326979733  0.0999110208 -4.441308e-02
## [303,] -0.987167215  0.1498215466  0.500868618 -0.1529810856  2.749912e-02
## [304,] -0.386249313 -0.4516900736 -0.236067285 -0.1253349055  7.642600e-02
## [305,] -1.562899998 -0.4031929098  0.164113338 -0.0322805281  1.000140e-02
## [306,] -1.267764869  1.5376005165  0.377575917 -0.1995588491 -9.653709e-02
## [307,] -1.201585688  0.2361710113 -2.290104082  0.3004913483  3.884791e-02
## [308,] -1.877948062  0.7433676863 -0.145349823 -0.1062084810 -7.422723e-02
## [309,] -1.385070199 -1.0612207170 -0.489381351 -0.0040274857  2.411902e-02
## [310,] -2.844878306 -0.9357397214  1.453269463  0.3311421538 -1.456815e-01
## [311,] -1.588543020  0.2004240525 -0.916440800 -0.0236434707 -2.686442e-02
## [312,] -2.099346894  2.2384176135 -0.489797729  0.0116966213 -1.730539e-01
## [313,] -1.557802933 -1.2765086059 -0.493867085  0.0287302632  1.825471e-02
## [314,] -2.990380780 -0.1557981613 -1.700877252  0.1123602486 -1.828065e-01
## [315,] -1.296274029  0.8514701384  0.198732394 -0.1901139272 -7.605199e-02
## [316,] -2.371476251  1.1343454456  0.688303156 -0.1690941429 -2.119644e-01
## [317,] -2.648106862 -2.8902376562  2.149629729  0.8175716699 -1.388374e-01
## [318,] -3.123943952  0.3092755931  0.377915655  0.0366261810 -2.936975e-01
## [319,] -1.714139226 -1.8736178930  0.861752767  0.1942165076 -2.486958e-02
## [320,] -1.863722644 -0.2405403428 -0.087780726 -0.0364494720 -5.545326e-02
## [321,] -1.269075761  1.4868298084  0.245636436 -0.1631833091 -7.740526e-02
## [322,] -2.031447435 -0.4120200018  0.154730856  0.0177693343 -4.933235e-02
## [323,] -2.700501024 -0.9402686731  0.729925964  0.2758924562 -8.152114e-02
## [324,] -0.890078838 -0.2774045103 -0.235085929 -0.0913259000  6.206328e-02
## [325,] -1.259610549  0.1786631351 -0.047810014 -0.1295480512 -1.846195e-02
## [326,] -3.145274328  0.9525573548  0.115915619 -0.0390865631 -3.007949e-01
## [327,] -0.760051685 -1.0010707695  0.160810280 -0.0524042778  1.144611e-01
## [328,] -1.425835598 -1.6579208437  0.166558839  0.1402874273  1.121328e-01
## [329,] -1.680898463  0.5067869491 -0.358290906 -0.0870226192 -5.769205e-02
## [330,] -0.457398522 -0.3330438758 -0.410236552 -0.0931456623  8.563942e-02
## [331,] -1.497377517  1.6953863952  0.190167648 -0.1471169900 -8.965318e-02
## [332,] -1.836466191  0.9563060682 -0.534689890 -0.0692978983 -9.108072e-02
## [333,] -1.648692125 -0.5516926268 -1.515044798  0.1062038210  8.262721e-02
## [334,] -1.673850042 -0.3974615849 -0.208522916 -0.0297030594 -1.349547e-02
## [335,] -1.254763966 -2.0140940634  1.810774315  0.2789896593  1.112587e-01
## [336,] -2.011609740 -0.9263567180 -1.974980882  0.1812525463  9.926530e-02
## [337,] -0.954890879  0.8433867115  0.298455837 -0.2010843594 -2.073747e-02
## [338,] -0.109770543 -0.0054505280 -0.254335717 -0.0836232232  1.356857e-01
## [339,] -0.339361379  1.1172495763 -0.121019470 -0.0569410505  9.327138e-02
## [340,] -2.297236594  1.8990510452 -0.026775078 -0.1254717553 -1.988173e-01
## [341,] -3.020262183 -0.2466176413 -0.169621879  0.1227385913 -1.958375e-01
## [342,]  0.088766640 -0.8458047126 -0.231189444 -0.0753663618  1.942436e-01
## [343,] -1.629003444  1.1626561672  0.347374290 -0.2041874603 -1.224951e-01
## [344,] -1.295412506 -0.9410921482 -0.074717072  0.0595782124  1.509358e-01
## [345,] -1.125800903 -0.5716447995  0.007894444 -0.0817776213  2.422819e-02
## [346,] -0.435610118  0.4076325327 -0.482276284 -0.0630736165  1.181022e-01
## [347,] -2.357332412  1.0650733902  0.306589986 -0.1386685799 -1.859154e-01
## [348,] -1.381842465  0.5858334391 -0.136224183 -0.1193968125 -2.911376e-02
## [349,]  0.152579103  0.0944532493 -0.523989894 -0.0497810088  1.049606e-01
## [350,] -0.832419902  1.1201489048 -0.731932948  0.0457568611  2.980439e-02
## [351,] -2.373090200 -0.5698565376 -0.858111295  0.0720219078 -7.782886e-02
## [352,] -0.045904654 -0.6582689411  0.110652136 -0.1735319234  7.934784e-02
## [353,] -2.814887859 -1.5499766168  0.083627037  0.3362087400 -1.175333e-01
## [354,] -1.862550885  0.4072509082 -1.071648295  0.0265053174 -3.218086e-02
## [355,] -0.605093156 -1.0998300812  0.379191749 -0.0801817445  8.715335e-02
## [356,] -1.062506373 -0.2275692100  0.413550659 -0.1332572216  4.298411e-02
## [357,] -2.413834292 -3.1961640391  1.283814161  0.7501922820 -2.919097e-02
## [358,] -1.181494857  1.0817605660 -0.927537838  0.0672835173 -8.326267e-03
## [359,] -0.522731589 -0.1507485211  0.073184270 -0.1396825950  8.049708e-02
## [360,] -1.208985121  0.6687531774  0.047681646 -0.1381269560  1.049391e-02
## [361,] -2.025708829  1.2697799026 -0.039285504 -0.0752607696 -6.961688e-02
## [362,] -2.592192228 -0.9487233888  0.693984177  0.2031496567 -1.379040e-01
## [363,] -1.222128452  0.7378275558  0.502599519 -0.1988842048 -5.155914e-02
## [364,]  0.787294609 -0.6353273726 -0.210671374 -0.1965603645  5.656415e-02
## [365,] -1.068729167 -1.4682420972  0.012333869  0.0025964662  5.715457e-02
## [366,] -2.517538789 -0.3238242766 -0.065516554  0.0543723507 -1.268850e-01
## [367,] -1.382744179 -1.5712221586  0.215909868  0.0821331586  4.494118e-02
## [368,] -1.963371713 -0.6725583256  0.278331441  0.0363735001 -2.698963e-02
## [369,] -0.330666116 -1.2902501952  0.315702223 -0.1142667402  7.757603e-02
## [370,] -1.779096404  0.2840124758  0.216936645 -0.0878049854 -2.953964e-02
## [371,] -3.343349003  1.1276389614 -0.333733666 -0.0592228152 -3.614690e-01
## [372,] -1.162409152 -1.1675284909  0.044011184 -0.0137825550  5.601142e-02
## [373,] -0.512916598 -2.2596248333  1.819910623  0.0998455752  5.209910e-02
## [374,]  0.425701575 -1.8010571325  0.241271153 -0.1342594271  1.261565e-01
## [375,] -1.206903334 -0.3500171239 -0.685575190 -0.0340970247  4.158515e-02
## [376,] -1.520627242 -1.1438343620  1.757648124  0.1231061754  3.687309e-02
## [377,] -0.973271156  0.0814158292  1.228649823 -0.2034754317  1.436961e-02
## [378,] -3.073205484  0.1158176536 -0.301915296  0.0444482955 -2.539326e-01
## [379,] -1.621743917  2.2652509343  0.464781110 -0.1984167539 -1.630471e-01
## [380,] -0.324002970  0.7787211332  0.416420662 -0.2132763828  1.565104e-02
## [381,] -0.338801832 -0.5653733525  0.041325138 -0.1432568276  8.751256e-02
## [382,] -3.306642788  2.0248095784  0.539940171 -0.1820087932 -4.185774e-01
## [383,] -3.691456186  1.1435392070 -0.630250027 -0.0059203666 -4.050785e-01
## [384,] -1.227690237 -0.1473860471  0.261146876 -0.1089170474  2.520757e-02
## [385,] -0.713515674 -0.5603674177 -0.410943595 -0.0811065152  7.063069e-02
## [386,] -2.533703935 -0.1637540539 -0.216819058  0.0331739164 -1.358704e-01
## [387,] -1.218054517 -0.2382769283 -1.329595995  0.0589469231  8.093433e-02
## [388,] -0.927785831  1.1329908035 -0.059583733 -0.0592264936  7.589532e-02
## [389,] -1.011810265 -0.6524653495  0.022334505  0.0110782443  1.989207e-01
## [390,] -1.220011641 -0.0162720123 -1.617194278  0.1075841020  6.074754e-02
## [391,] -2.127194391  0.6399232191  0.118432779 -0.0642251730 -6.625169e-02
## [392,] -0.363804165  0.0367346573  0.773642046 -0.2092502085  8.322827e-02
## [393,] -2.084622125  0.2021721260 -0.692409370 -0.0187370812 -6.548088e-02
## [394,] -1.061508093  1.2477056939 -0.241326841 -0.0527093775  1.564477e-02
## [395,]  0.137254851 -0.1175898207 -0.282113540 -0.1224050436  8.750477e-02
## [396,] -3.308266515  1.4612161144 -0.062546351 -0.0873925159 -3.512584e-01
## [397,] -0.478585469  0.5157691860 -1.028538478  0.0534254931  4.077235e-02
## [398,] -0.774800448 -0.2544079429 -0.910607354 -0.0047856501  1.076043e-01
## [399,] -0.050448224  0.8130849718  0.545026450 -0.2108686772  7.196092e-02
## [400,] -1.305745318 -0.7880145280  0.043000701 -0.0562457367  1.213173e-02
## [401,] -1.987642062  1.3240789884  0.018224250 -0.1253391222 -1.009159e-01
## [402,] -2.711620034  1.9021651195  0.456588195 -0.1945748376 -3.039398e-01
## [403,] -1.925580825  1.4255213908 -0.200238274 -0.1339267590 -1.562536e-01
## [404,]  0.211696919 -0.0458037816  0.160641027 -0.2205432519  3.138318e-02
## [405,] -0.519675796 -0.1414674071  0.001507083 -0.1739251829  1.795227e-02
## [406,] -2.068735131  0.7945783766 -0.130064667 -0.0907577768 -1.030638e-01
## [407,] -1.411134543 -0.9545039594 -0.634185915 -0.0004728727  2.622723e-02
## [408,] -0.777342714  0.3141117834 -0.009757524 -0.1661925578 -3.596830e-03
## [409,] -0.210057764 -0.2657695934 -0.839224012 -0.0431043766  9.742123e-02
## [410,]  0.858447437 -0.8844359282  0.032854917 -0.1989666453  9.844598e-02
## [411,] -1.544288391  0.1127409816 -0.332131391 -0.0388309086  2.436652e-02
## [412,] -0.596216068 -0.1129711792 -0.673366887 -0.0833244382  3.318595e-02
## [413,] -1.711978394  0.3956414655 -0.093251958 -0.1077781811 -5.255001e-02
## [414,] -1.939004119 -0.2901606966 -0.886024767  0.0153025932 -3.293259e-02
## [415,] -3.016075860  0.5240390509 -0.814937393  0.0024843956 -2.479929e-01
## [416,] -1.814048523 -0.3673390170 -0.522853767 -0.0319704024 -5.023801e-02
## [417,] -3.484333843 -0.7381762807 -1.298276892  0.2406671066 -2.335725e-01
## [418,] -2.189966270  1.1045326841 -0.381163937 -0.0864389806 -1.498637e-01
## [419,] -0.870464311  0.1919638067 -0.184196907 -0.1328810458  5.327960e-03
## [420,] -0.300640472 -1.0517766001 -0.338994729 -0.0835460744  1.121884e-01
## [421,] -0.595601184 -2.4421119571  1.032414878  0.0954137878  6.616586e-02
## [422,]  0.284764855  0.7362230780  1.157759719 -0.3441215774  2.149483e-02
## [423,] -3.468168037 -0.5540501754 -0.490518370  0.2083126521 -2.816835e-01
## [424,] -3.015944765  0.0691202502 -0.170838448  0.0572941694 -2.254185e-01
## [425,] -2.849277265  0.3410861302  0.314413295 -0.0255327727 -2.347660e-01
## [426,] -0.223989199 -0.6139042337  0.156377127 -0.1956703420  3.851730e-02
## [427,] -1.714113697  0.8594269960  0.328062727 -0.1723203221 -9.283635e-02
## [428,] -2.993143080 -0.0850142782 -0.554450632  0.0536498825 -2.048280e-01
## [429,] -2.289688605  0.2732115931 -1.242153095  0.0216758112 -1.104161e-01
## [430,] -1.337814607 -1.0484595347 -0.097781016  0.0152422794  5.558558e-02
## [431,] -1.640396999  0.7062943956  0.103453072 -0.1544850917 -7.117146e-02
## [432,] -1.530203781  0.9674922057  0.277790034 -0.1689291331 -5.435137e-02
## [433,] -1.473178641  0.3390498715 -1.134143631  0.0167018157 -1.306743e-02
## [434,] -0.654685439 -0.0824197888 -0.567145793 -0.0699600029  9.892376e-02
## [435,] -1.126631883  0.7992242231 -1.228407357  0.0943398090 -4.918475e-03
## [436,] -3.572154309  1.8368128445  0.520833012 -0.1376655893 -4.763008e-01
## [437,] -0.462881898 -0.4467444346 -0.072562861 -0.0962039147  1.190893e-01
## [438,] -0.114093778 -0.4581672039 -0.078379015 -0.1397151239  1.070048e-01
## [439,] -0.048558407  0.5779135674 -0.560622898 -0.0429772989  4.944672e-02
## [440,]  0.094847076 -2.6292801385  1.636168186  0.0883654032  1.471289e-01
## [441,] -2.162040475 -0.5264439335 -0.094002645  0.0309644512 -7.962499e-02
## [442,] -1.552458835 -0.6383996401  0.571811735 -0.0085546253  2.848615e-02
## [443,] -1.762814305 -0.3858194421  0.469364557  0.0216473521  2.844700e-02
## [444,] -0.913695379  0.5438676905  0.080751661 -0.1089886105  6.347953e-02
## [445,] -1.115358825  0.0537899587  0.564264099 -0.1237439580  5.310365e-02
## [446,] -1.663233120 -0.9558061155  0.823957006  0.1267155183  8.372693e-02
## [447,] -0.196415235 -1.2625050487  0.078466546 -0.0631923349  1.675455e-01
## [448,] -1.260445524  1.1347518629 -0.531732703  0.0243634689  6.186458e-02
## [449,] -1.804714856  2.0846817873  0.166840749 -0.0942113664 -8.180067e-02
## [450,] -3.129403167 -1.3881524868  0.791038661  0.4514390941 -1.627122e-01
## [451,]  3.070152277  0.3595555422 -1.293129681  0.6146339894  3.353782e-02
## [452,]  1.896679736 -0.2396617828 -0.683322282  0.0615131786  1.823304e-01
## [453,]  0.697555009  0.2710436010 -0.870366494  0.0963814815  1.363519e-01
## [454,]  0.523611096 -0.2833828855  0.014978602 -0.1833324217  8.347573e-02
## [455,] -0.886207983  2.1973745016  0.658698601 -0.1390402345  6.123420e-02
## [456,]  3.403410197 -0.7713030237 -0.164566882 -0.1977464680 -1.389694e-01
## [457,]  2.682417247 -0.1407307396 -1.138418671  0.2593197657  6.267465e-03
## [458,]  1.655761419  1.4420122308  0.699509677 -0.1377890647 -2.636749e-02
## [459,]  1.570144371 -2.6620714890  2.330698843 -0.1370067817  1.866270e-01
## [460,]  0.890861787  3.6071948929  1.979680667 -0.0554407834  2.182928e-01
## [461,]  1.340036827  1.1661491345  0.510455364 -0.1521192461 -7.471963e-04
## [462,] -0.594927046  2.3244071217 -0.351373098  0.2782455577  1.387207e-01
## [463,]  2.664020820  0.6596370777 -1.627251427  0.8616432287  6.657500e-02
## [464,] -2.544649121 -0.6890988996 -2.496166329  0.2048577675 -4.119012e-02
## [465,]  2.293183603  2.0482705466  0.147729434  0.3881768301 -1.968959e-02
## [466,] -0.915048986  0.7004095647 -0.661455934 -0.0211220482  2.563517e-02
## [467,]  1.296855787  2.7832933192  0.625128805  0.2702058576  7.082041e-02
## [468,]  5.289947390  0.9253770453  0.158277803  0.4157967213 -4.438583e-01
## [469,]  4.343778546  0.1497901224 -0.014831078  0.0856988972 -2.173064e-01
## [470,]  5.784395789 -0.2946415849 -0.856869594  0.5891364605 -3.044976e-01
## [471,] -0.834689357  1.4743195047 -0.425056015  0.0203218223  3.180652e-02
## [472,]  1.546117199 -1.3471086477  0.445875108 -0.2926813318  6.034043e-02
## [473,]  1.193398958 -0.1883832299 -0.150882754 -0.1458662729  7.956989e-02
## [474,]  3.786911737  0.5109275719  0.689642307 -0.1647635115 -1.929973e-01
## [475,]  0.029480522  0.9641809454  0.181392209 -0.1469482522  5.111774e-02
## [476,]  4.492484100 -0.6478006762  0.589631755 -0.3438133842 -2.692260e-01
## [477,]  2.211150330  0.0015775736  0.318434462 -0.2185848420  2.497886e-02
## [478,]  1.137275128 -0.6742143436  0.818736192 -0.2774276747  1.576485e-01
## [479,]  2.483353258  1.4729785823  0.860692222 -0.1401565773 -1.289501e-01
## [480,]  5.660409708 -0.3323832106  1.991935990 -0.4692254977 -1.012193e-01
## [481,]  2.999114162  1.5677632396  0.827630895 -0.0174710085 -1.343299e-01
## [482,] -0.767144665 -0.5497277284  1.053648237 -0.0985636020  1.093098e-01
## [483,]  1.519983400 -0.9774254988 -0.337145422 -0.1370804660  1.322040e-01
## [484,] -0.208320894 -3.1075039114  1.681240325  0.2913010051  2.487884e-01
## [485,]  3.325322402 -1.8997909266  0.436167207 -0.2885910291  1.148434e-01
## [486,]  0.030682756  0.0020957536 -0.607281558 -0.0296952544  1.241363e-01
## [487,]  1.055977703 -0.7905054456 -0.137428550 -0.1360835211  1.666857e-01
## [488,]  9.528914641  2.6149479638  2.099985492  1.6056311374  5.796232e-01
## [489,]  0.485561333  0.5868572437 -1.503395336  0.3594051481  1.281021e-01
## [490,]  0.194402965  1.9551388307  0.493840961 -0.0899826530 -4.541255e-03
## [491,]  3.797847790 -2.4944320308  1.825772320 -0.5616383889 -1.420302e-01
## [492,] -0.337348262  0.8129862905  0.051461840 -0.1240093889  7.377642e-02
## [493,]  0.821856746  0.1029057916  0.474418485 -0.2261354618  1.055195e-01
## [494,] -0.508792466  0.9585528951 -0.430654515 -0.0118111169  7.133410e-02
## [495,]  0.001262612  0.5683745980 -0.812010844  0.0298532513  4.426327e-02
## [496,]  3.187542953 -0.1465103994 -0.029071759 -0.1081106432 -6.018029e-02
## [497,]  1.834824802  1.5438876509  0.283502593  0.0509763193 -2.336394e-02
## [498,] -0.411884150  0.8321638720 -0.365899322 -0.0305648706  7.922842e-02
## [499,]  2.377090761  3.1560045496  1.382575011  0.1999140343 -1.001985e-01
## [500,]  0.958116014  0.9897804165  0.530462864 -0.1790117880  4.437420e-02
## [501,]  2.315538514 -3.5980551031  1.780666806 -0.1946012994  9.209679e-02
## [502,]  4.101046423 -0.6878901167 -1.147796478  0.2688850042 -1.282866e-01
## [503,] -0.614173759  1.1509351490  0.435537609 -0.1617148199  3.595938e-02
## [504,]  2.964650711  0.3402968342  0.457875781 -0.1877635717 -6.558297e-02
## [505,]  0.687525449  2.9766001302  0.924400811  0.0626412928 -3.645185e-02
## [506,]  1.295056127  2.1430648499  1.144458058 -0.1642486147 -1.152635e-02
## [507,]  7.441486911  5.3282253320  3.025320054  2.0067482921 -5.417474e-02
## [508,]  5.720462848 -2.0240697528 -0.513047622 -0.2429467318 -4.925089e-01
## [509,]  2.950690461  2.3134858525  0.682031267  0.3130980859 -1.554989e-01
## [510,]  4.605496157  0.2795230746 -0.959584741  0.6999153256 -1.245899e-01
## [511,]  0.125552623  2.1055221321  1.013453545 -0.2099434863  2.051511e-02
## [512,]  0.146218262  1.9744162145  0.543068071 -0.0548702755  9.278775e-02
## [513,]  0.740187096 -0.7931107313  0.301393482 -0.1750330307  1.582330e-01
## [514,]  0.053040987  1.5609670206  0.347310440 -0.1148590519  3.415373e-02
## [515,]  3.920349884 -0.9879734379  0.036221558 -0.2830864410 -1.761371e-01
## [516,]  4.886684408 -1.8672397564  0.042152511 -0.3430260830 -2.434826e-01
## [517,]  5.749203855 -1.0312754289  0.006754908 -0.1051945143 -3.691100e-01
## [518,]  0.682630818  0.2244012221 -0.148983816 -0.1285456613  8.415508e-02
## [519,] -0.859890661  1.6408919998 -1.054432683  0.2487135158  7.917823e-03
## [520,]  0.061501432 -0.1922693206 -0.742996114 -0.0383980142  1.173586e-01
## [521,]  3.792478800  0.3276246986 -0.500391863  0.2789624688 -1.592966e-01
## [522,]  0.125735724  0.5574240001 -0.728307531  0.0570700355  1.216876e-01
## [523,]  4.781115339 -0.4297554065 -0.946431459  0.3810389413 -1.798930e-01
## [524,]  1.477043637 -0.0876062959 -0.803898198  0.0689765570  1.225556e-01
## [525,] -1.591500225  0.4882524725 -0.799781066  0.0121029048  2.506450e-02
## [526,]  1.822943308  1.1036205721 -0.164869889  0.1399203294  9.425553e-02
## [527,] -0.857963718  0.3244492620 -0.731286964 -0.0074895837  8.618469e-02
## [528,]  3.896260987 -0.7604016553  0.222401478 -0.2261211617 -9.858607e-02
## [529,]  2.038628464  1.3910324628 -0.106244811  0.2419639252  9.752993e-02
## [530,] -0.260684190  1.9478363100  0.950182210 -0.2018723316  5.848550e-02
## [531,]  0.640226822  0.9232345833 -0.181829875  0.0891157359  2.514474e-01
## [532,]  1.440752796  1.4369226565 -0.558963760  0.3675207157  8.733704e-02
## [533,]  0.142737992  1.2915698132  0.573974716 -0.1399978744  1.589188e-01
## [534,]  2.494352323 -0.7725768727 -0.073707419 -0.1398256127  1.425334e-01
## [535,]  4.152367409 -0.3640212532 -1.551003994  0.6105661606 -1.213552e-01
## [536,] -0.280160677  1.0224336924  0.225488180 -0.1564487160  6.359124e-02
## [537,]  0.624514817  4.0779980830  1.568748405  0.1603747078 -7.074444e-03
## [538,] -0.175478203 -0.3332412811 -0.877983296 -0.0333101987  1.303867e-01
## [539,]  3.358348237  0.4646337361  0.605435366 -0.1199267632  1.174934e-02
## [540,]  1.195322678  2.9149679655  0.996333694  0.1081377139  5.977178e-03
## [541,]  4.404762174 -0.6127407862 -2.148501872  0.8862237698 -1.544376e-01
## [542,]  5.332198719  0.0142728380  1.234560106 -0.3843743568 -4.278385e-01
## [543,]  2.968228006 -0.4016655793 -0.727858832  0.0908081950  1.543828e-02
## [544,]  1.548147249 -1.7495511925 -0.694663615 -0.0989136378  1.753165e-01
## [545,]  1.064352790  0.2118198761  1.038703628 -0.2530054078  1.802336e-01
## [546,] -0.781005600  0.9160138402  0.115488641 -0.0969420436  1.215233e-01
## [547,]  0.122790183 -0.9089749218  1.555507596 -0.1026142775  2.932492e-01
## [548,]  1.797366259 -0.6701481012  0.230577320 -0.1770229122  2.601351e-01
## [549,]  2.483197335  1.6542371729 -0.148248554  0.4360988733  1.927645e-02
## [550,]  0.651766691  0.4668670546 -0.972163273  0.1301305789  9.207215e-02
## [551,]  0.295553846  0.0434264370  0.363898581 -0.1434271693  1.835790e-01
## [552,] -0.790370976  0.2389395634 -0.879895403  0.0609163675  1.581595e-01
## [553,]  5.363353700 -3.0995966017  0.988262138 -0.5989591276 -3.142661e-01
## [554,] -0.014975916  0.3708558810 -0.420359635 -0.0435329814  1.043570e-01
## [555,] -0.368388486  1.0300529944  0.125851795 -0.1013636328  9.119684e-02
## [556,]  1.965024143 -0.3340158937 -0.038528586 -0.1413999334  1.493370e-01
## [557,]  0.765354559 -1.3338127321  0.180647277 -0.1951840393  1.212866e-01
## [558,] -0.078344968  2.0956563059  0.092318538  0.0258262429 -1.180256e-02
## [559,] -0.277117164 -1.9127277199  1.036462181  0.0053415116  1.673197e-01
## [560,]  2.686060806 -0.9957573340  0.799730744 -0.3766789673  5.707003e-02
## [561,]  4.394581584 -1.9375268306 -0.908691433 -0.1462416646 -2.199942e-01
## [562,]  2.944092948 -0.9201330176 -0.177985269 -0.1789650985 -8.408023e-03
## [563,]  0.433774555  2.1333989930 -0.160999785  0.2270324441  2.194196e-02
## [564,]  1.756340102 -0.1582375732  0.594869455 -0.2424425602  1.174310e-01
## [565,]  1.329189824  1.1540855548  0.123542346  0.0383046110  1.530244e-01
## [566,]  2.610718770 -0.4694285196 -0.371503401 -0.1094707130 -2.890161e-02
## [567,]  1.654308480  0.2762183504 -1.015236285  0.2200169965  7.820121e-02
## [568,]  3.507304724 -0.9502977070 -0.976661804  0.0533373764 -1.030902e-01
## [569,]  2.295014839  1.6844730180  0.774513854  0.0181038510  1.186811e-01
## [570,]  0.710746219  1.1266464275 -0.372677739  0.1180477479  1.519957e-01
## [571,]  1.172640160  0.0047270292 -0.434758594 -0.0042843870  2.536898e-01
## [572,] -0.233493013  1.1348169858  0.535525899 -0.2263543941 -5.164620e-03
## [573,]  0.455731394 -0.1502553011 -0.323200858 -0.1064734212  1.336904e-01
## [574,]  4.465199975  1.7829855429  1.099733387  0.1060690953 -3.769434e-01
## [575,]  5.747245236  1.4638508504  0.646404245  0.4861769806 -4.868679e-01
## [576,]  3.239729864  0.7008489644  0.769217259 -0.2171623380 -1.372046e-01
## [577,]  1.433973968  0.3783613300 -0.416334117  0.0555849020  1.509522e-01
## [578,]  2.499665568  0.0317784995 -0.527193261  0.0362943726 -3.051076e-02
## [579,]  2.414656261  0.4741685090  0.647211463 -0.2126585017 -4.286837e-03
## [580,]  2.811106502  2.6973111372  1.467523921  0.0312306215 -1.806666e-01
## [581,]  5.915339361 -1.6192135812 -1.044674747  0.1688801902 -3.132587e-01
## [582,]  5.485182368 -2.5374385185  0.017240218 -0.4357354192 -3.909432e-01
## [583,]  3.131100802 -0.6282711048 -0.869865166  0.0644341919 -4.168931e-02
## [584,]  2.045506072 -0.7570952603 -0.422664873 -0.1362099395  4.557843e-02
## [585,]  1.004998350  0.6045573949  0.118806358 -0.1022239594  1.042719e-01
## [586,] -1.365314118  0.1371597064 -0.978972399  0.0300050807  5.846530e-02
## [587,]  4.014733238 -0.4765663991 -0.461182857  0.1044917591 -1.180420e-02
## [588,]  0.642067950 -1.1226105274  0.321605352 -0.1599587492  1.929927e-01
## [589,]  1.620834603 -0.0103629436 -1.188771155  0.2222123093  1.176434e-01
## [590,]  1.363216592  0.0274794232 -0.958507505  0.1583484254  2.196503e-01
## [591,]  4.348218637 -2.0609206769  0.511035449 -0.4321084118 -1.106386e-01
## [592,]  1.155994695 -0.6765662646 -0.521329891 -0.1206824178  9.531953e-02
## [593,]  2.618152304  0.9042721909 -0.338352496  0.2582463385 -1.612994e-02
## [594,]  1.976259306 -0.5542389994 -0.416739764 -0.1258934095  5.142920e-02
## [595,]  2.742651377  0.3828403623 -0.052257581 -0.0016479192  3.666189e-03
## [596,]  0.072253015  0.9306371547 -1.195296475  0.2878087563  1.426326e-01
## [597,] -1.704948620 -1.3016211774  0.440185518  0.0950931896 -2.000508e-03
## [598,]  1.147889100 -0.8730408669 -0.463399022 -0.1390853638  9.519479e-02
## [599,] -0.137397907 -1.2056966463  1.159178012 -0.1375795040  9.827297e-02
## [600,]  3.606028275  1.0038165053  1.435417451 -0.3395447163 -1.782190e-01
## [601,]  0.859666407  3.0960814151  1.002854983  0.0895322704 -2.770181e-02
## [602,]  2.304640400 -0.4366503075  1.497183057 -0.4060924153  8.918993e-02
## [603,] -0.289535191  1.0385690969 -1.211782519  0.2473356174  9.337756e-02
## [604,]  2.573823470 -0.6607272528 -0.389733709 -0.1184569791  4.797669e-03
## [605,]  0.902385628  0.3433774147  1.146484947 -0.3408540254  6.581530e-02
## [606,]  4.241612533 -0.0347750124  0.091247426 -0.0781617745 -2.890431e-01
## [607,] -0.352948430  0.6080484202  1.389253417 -0.2607519571  9.462819e-02
## [608,] -1.365526244  2.2936378152 -0.082452498  0.0156378582 -2.758526e-02
## [609,]  1.225663424  0.3189340836 -1.178048602  0.3234697277  2.515614e-01
## [610,]  2.129533486  1.2058660214  0.178647402  0.0863448873  4.540788e-02
## [611,] -0.144387983 -0.3611237412  0.226948488 -0.1944539526  6.923978e-02
## [612,] -0.692908945  0.9118419027  0.102944059 -0.1710432649 -2.218672e-02
## [613,]  2.438301169  0.3734845245 -0.839537665  0.2521162271 -2.138532e-02
## [614,]  1.567827083 -0.9916419030  0.131815449 -0.2040927196  1.441440e-01
## [615,] -1.567719092 -0.3240324831  0.487401740 -0.0619526779 -2.053341e-02
## [616,]  0.991783563 -1.3513381849 -0.501118427 -0.1276126710  1.519954e-01
## [617,]  5.138040616 -2.6243973092  0.135858100 -0.4856358352 -3.405921e-01
## [618,]  2.147660072 -0.9512965852  0.156823094 -0.2858502305  2.088230e-02
## [619,]  1.120805097 -0.3899212876 -1.028189385  0.0310752741  1.140158e-01
## [620,]  1.521612153  0.7783736352 -0.539617116  0.1463745830  5.364772e-02
## [621,] -0.228209552  0.5315570248 -0.428032921 -0.0086804405  1.338090e-01
## [622,]  3.153318494  1.3405106170  0.280033283  0.2304915089  1.630423e-02
## [623,]  5.289696783 -1.7878057306 -1.136549682  0.0739892715 -2.954568e-01
## [624,]  3.055623938  0.7000696593 -0.977307876  0.5496610118 -4.368876e-02
## [625,] -0.343277972  1.5310416378 -0.034648674  0.0406796741  1.633907e-01
## [626,]  0.793480653  0.5125135239 -0.199844685 -0.0630400395  1.107434e-01
## [627,]  1.321791166  0.7722701528 -1.143726494  0.4184618109  1.562089e-01
## [628,]  0.884110720 -1.0025828189 -1.201485136 -0.0083490853  1.200076e-01
## [629,]  1.004261359 -0.6834902405 -0.246340752 -0.1162386142  1.621080e-01
## [630,]  0.120848417  0.6411285622 -0.222443065  0.0118166384  1.959227e-01
## [631,]  0.784963457  0.1625646837  0.091187206 -0.1698832021  9.652225e-02
## [632,]  0.593727853  1.1309331543 -0.361253723  0.0929492277  9.840475e-02
## [633,] -0.003825498  0.2726309286 -0.771427919  0.0283743044  1.212860e-01
## [634,] -1.730444297  0.9640819660 -0.762084480 -0.0168017203 -5.407522e-02
## [635,]  4.559915937 -0.1459599170 -1.544561879  0.7995248468 -1.505249e-01
## [636,] -0.966085346 -0.4059339961 -0.292831022 -0.0645054952  9.806881e-02
## [637,]  0.926772802 -0.9287116433 -0.999910618 -0.0421554209  1.083822e-01
## [638,]  3.882175384 -0.7709390220 -0.913414601  0.1581408129 -5.949879e-02
## [639,]  0.904113708  0.3064117322  0.017612692 -0.1574823019  5.366869e-02
## [640,] -1.342008088 -1.3813429771  0.841772702  0.3213848145  3.790869e-01
## [641,]  0.531865765  1.4208865538  0.093829482 -0.0172527303  5.217047e-02
## [642,]  2.409326874 -0.5516209765 -0.825607747  0.0108382966  2.282815e-02
## [643,] -0.237102611 -0.1701564469 -0.596771663 -0.0762868309  1.098508e-01
## [644,]  1.131886977 -0.0059332250 -0.521848080 -0.0581110773  7.196016e-02
## [645,]  1.688998321 -1.5872675477 -0.244512852 -0.1929264194  1.386601e-01
## [646,]  1.511020306 -0.5793912954 -0.122410614 -0.2001451274  5.912539e-02
## [647,]  0.117918316  0.2584376731 -0.913880099  0.0209072631  6.511681e-02
## [648,] -0.338935585  1.0750335837  0.332883523 -0.1870088132  1.111491e-05
## [649,] -0.621264099  0.3955702748  0.458391226 -0.2032906474  2.676083e-02
## [650,]  1.341009421 -0.7939603074 -0.418834676 -0.1439703763  7.863134e-02
## [651,]  5.107298298 -1.9755814590 -0.862260781 -0.1448195739 -3.699758e-01
## [652,]  1.217491455  0.7920304496  0.018800149 -0.0299691122  1.162703e-01
## [653,]  0.832375817  0.6439493492 -0.150140553 -0.0869332030  4.767236e-02
## [654,]  0.854790328  0.5212287753 -0.749519933  0.0898369311  1.055051e-01
## [655,]  4.345705213 -0.4432337237 -0.309701714  0.0116166407 -2.202732e-01
## [656,] -1.036039506 -0.2266307511 -0.060569024 -0.0981116013  3.161870e-02
## [657,]  4.221293456 -0.3266731923  1.481187749 -0.5837373004 -2.828803e-01
## [658,]  5.415616330 -0.4444765285 -0.872307777  0.4065795214 -3.787395e-01
## [659,]  0.266639380 -0.4528836606 -0.029804131 -0.1583582467  1.216952e-01
## [660,] -0.019678335  1.0334061540  0.309233928 -0.1496396227  6.463472e-02
## [661,] -1.820733943  0.7127119033 -0.685581851 -0.0291138173 -4.627301e-02
## [662,]  3.545420476  0.0409821222  0.391609519 -0.1324684690 -1.184540e-02
## [663,] -2.996100896 -0.2330420160 -0.123889482  0.0906580687 -2.218471e-01
## [664,] -0.097499891  0.7645984357 -0.047763462 -0.1037384718  7.963974e-02
## [665,]  1.449716631  1.0071723131 -0.663638532  0.3000528921  1.362942e-01
## [666,] -0.143412608 -0.5989202478  0.267649617 -0.1329792654  1.400725e-01
## [667,]  4.336608081 -1.9010741351  0.111804533 -0.3882614240 -2.103698e-01
## [668,]  1.044408493 -0.7991689833 -1.182350844  0.0575486863  2.145182e-01
## [669,]  6.038757971 -0.8276075312 -0.870782837  0.3643234042 -4.468562e-01
## [670,]  0.479439818 -1.0278572448  0.689194549 -0.1624130749  1.884913e-01
## [671,]  3.856140669 -0.2519547796 -1.105632912  0.3822533008 -6.771098e-02
## [672,]  5.108712440 -0.0803569564 -0.284848873  0.2490975660 -2.617954e-01
## [673,]  0.849808786  0.9500705587 -0.298360512  0.0550862733  1.116930e-01
## [674,]  1.061008982  1.5041747239  0.712088240 -0.1344154665  6.473736e-02
## [675,] -0.416972800  1.0101923473 -0.449483769 -0.0457826041 -1.961840e-03
## [676,]  1.536022202  0.5940531842  0.069940763 -0.0712391133  8.497506e-02
## [677,] -1.840436503  1.2087074473  0.298534875 -0.1595106171 -4.503512e-02
## [678,]  3.179580315 -0.2440778798 -0.877668648  0.1702236710 -7.825609e-02
## [679,]  4.704683346 -1.4910644922  0.078608050 -0.3070289513 -2.385283e-01
## [680,]  2.450427510 -0.1849814521 -1.273021097  0.3163536819  8.963521e-02
## [681,] -0.724045011 -0.9465020128 -0.301320350 -0.0455956264  1.212635e-01
## [682,]  3.851248702 -0.0919535292 -0.875594851  0.3018542747 -1.664598e-01
## [683,]  1.822044360  3.4009028533  1.309873841  0.2324837213 -7.438123e-02
## [684,] -1.275578747  0.3292763230 -0.501704334  0.0001817087  1.144698e-01
## [685,]  0.244074132 -0.1211934838 -0.829143350  0.0082191218  1.586355e-01
## [686,]  0.700799245 -1.3841111315  0.720802380 -0.1970909141  1.805875e-01
## [687,] -1.279224973  0.0986541661 -0.577250613  0.0462825114  1.619896e-01
## [688,]  2.642560857  0.8422719376 -0.660135370  0.4019454259  3.000604e-02
## [689,] -1.851757581 -0.4691876785  1.688719020  0.0960779366 -9.890767e-04
## [690,]  0.319046249  1.1621352910  0.308710905 -0.1439035008  2.486342e-02
## [691,]  0.448874325  1.9181237495  0.568197428 -0.1144495473 -3.088605e-02
## [692,]  3.096727796  1.5366303855  1.215285281 -0.2239073474 -2.190344e-01
## [693,]  2.575253037 -0.2384659494  0.833622470 -0.2278950093  3.824370e-01
## [694,] -2.089992800  0.7443761377  0.097295754 -0.0533812962 -5.077182e-02
## [695,]  6.988994213  2.6880341790  2.359524618  0.7234914291  6.401317e-01
## [696,]  0.327391347  1.6139759709  0.813219463 -0.2169206660  2.953831e-02
## [697,]  0.221656724 -0.4173407739 -0.118207633 -0.1596512066  1.108965e-01
## [698,]  0.012155373 -1.5868446689  0.826242363 -0.1145119784  1.032403e-01
## [699,]  0.391957398 -0.1986337630 -0.310586315 -0.1456748415  7.128679e-02
## [700,]  2.358339250  0.7759228965 -0.402602519  0.2143693792  5.768251e-02
## [701,]  1.933449995 -0.1736410259 -1.167485855  0.2275539214  1.586063e-01
## [702,]  3.193759233 -1.6021097256 -0.810200841 -0.1586196773 -8.614520e-02
## [703,]  3.582571526  0.1316637005 -0.845033233  0.3825484419  1.264377e-02
## [704,]  2.820146786  0.9365317021  0.569437958 -0.0948817457 -3.559514e-02
## [705,]  2.664087919  1.7314279239  0.240579534  0.2691152418 -6.872048e-02
## [706,] -0.125608890  0.6326994388 -0.352614634 -0.0511560974  1.268487e-01
## [707,] -1.567333010 -0.3704885078 -0.452586099  0.0200142936  6.753671e-02
## [708,]  0.625883581 -0.4374568075 -1.033419361  0.0467704296  1.854944e-01
## [709,]  6.500561728 -1.7178752292 -0.786286725  0.0290042620 -5.868571e-01
## [710,]  1.219774303 -0.2009822360 -0.008127337 -0.1623433390  1.126652e-01
## [711,] -1.046591561  2.0165980038  0.043864640 -0.0770149978 -6.949917e-02
## [712,]  5.449905342 -2.2910306160 -0.316814389 -0.3513912691 -4.252050e-01
## [713,] -0.001188612  1.4656929954 -0.652029889  0.2166855993  1.187061e-01
## [714,]  1.118102625 -0.1517616989 -0.720239984  0.0106929261  1.330932e-01
## [715,]  0.420564221  2.1688442467  0.906896157 -0.1286017236  6.453208e-02
## [716,]  0.592260830 -0.6424000645 -1.424453346  0.0654174742  1.090592e-01
## [717,]  1.259150920  2.1682161316  0.110938253  0.3212620791  1.446489e-01
## [718,] -1.654667513  0.0505349794 -0.832125869 -0.0312315305 -3.756111e-02
## [719,]  0.043121588  0.1905310894 -0.934356550  0.0519816508  1.192899e-01
## [720,]  1.476170269  0.3950396202 -0.221041133 -0.0277606274  8.184623e-02
## [721,] -1.155391001  0.1769767869  0.305659895 -0.1204343669  2.324286e-02
## [722,]  0.532049460  0.7002460258 -0.675903760  0.0795471848  7.901314e-02
## [723,]  2.325745254 -0.4670188240  2.144535376 -0.2960262983  3.423055e-01
## [724,]  0.652288046 -1.1846991047 -0.276007289 -0.1348261920  1.391903e-01
## [725,]  0.586943861 -0.1785084635  0.012562477 -0.1580332584  1.188311e-01
## [726,] -0.210410105  0.6300666313 -0.469929707 -0.0287217456  7.752697e-02
## [727,]  0.116346884  0.1727023130 -0.181331064 -0.1192693823  1.349575e-01
## [728,]  1.705126160  0.8687617022 -0.336892218  0.1088799508  3.003688e-02
## [729,] -1.845501461  0.7260201719  0.614008435 -0.1334598893 -3.435007e-02
## [730,] -0.249259308  0.3890608348  0.567225479 -0.1743595980  1.045793e-01
## [731,]  0.385543883  1.4629488549  0.513205674 -0.1834791287 -2.508803e-02
## [732,] -0.158308094 -0.1108480389  0.713569279 -0.2202735378  8.522330e-02
## [733,]  1.180639981  2.3529469850  0.907215469 -0.0114620585  2.671027e-02
## [734,]  0.979132814 -0.3460007802 -0.836515003 -0.0322825237  7.618889e-02
## [735,]  0.706941544  0.1478094974  0.212158014 -0.2467428901  7.104955e-03
## [736,]  2.117242011  0.0273790264  1.207241859 -0.3509411340  1.087459e-01
## [737,]  1.854322999  0.8584352077  1.111121765 -0.2754294542  4.902009e-02
## [738,] -2.312112869  0.2434248046  0.526323274 -0.0058423465 -6.523906e-02
## [739,]  4.035208712 -0.9713316041 -0.372631460 -0.0889655313 -1.108698e-01
## [740,] -0.040197901  0.1587073168 -0.278654747 -0.0774089668  1.278666e-01
## [741,]  1.704611751  2.2069234879  0.893422897  0.0106750042 -8.912395e-03
## [742,]  2.220460099  1.8341024069 -0.558955723  0.6710040289  2.873415e-03
## [743,]  1.383609493  0.2796771590 -1.089369849  0.2191379649  1.016909e-01
## [744,]  1.055199228 -0.1586979845 -0.334166846 -0.0258347534  2.055842e-01
## [745,] -1.888911186  0.8715435584  0.683959442 -0.1372882187 -5.823110e-02
## [746,] -0.221411546  0.4951048316 -1.268682930  0.1689320381  1.152311e-01
## [747,]  2.482930352  2.1304273810  0.951441659  0.1055143643  3.153008e-02
## [748,]  3.313533798  0.3442073333 -1.307968410  0.6680368081 -2.692693e-04
## [749,]  0.472035697  1.4310699685  1.501439912 -0.1910659330  3.453296e-01
## [750,]  0.716996531  0.4013799309 -0.286733347 -0.0659149274  9.557239e-02
## [751,]  1.070876340  0.0628353224  0.365967118 -0.2405976564  3.982903e-02
## [752,]  4.702546872 -1.3020699129  0.199000097 -0.2888682161 -2.154424e-01
## [753,] -2.069227729  0.5351395393 -0.971666243  0.0397730155 -3.433332e-02
## [754,] -0.162136842  1.1352842484  0.109628606 -0.1213994091  5.274791e-02
## [755,]  1.933530090  2.4967983841  1.184830036  0.0344240170  6.261807e-02
## [756,]  4.421404316 -0.5138756430 -0.841015220  0.2289391663 -1.964768e-01
## [757,]  3.217259315 -1.1764560345  0.467412961 -0.3168081735  2.948783e-02
## [758,]  0.785673897  0.5986633484 -0.332971828 -0.0202023409  8.657075e-02
## [759,]  0.589098439 -0.2336647114  1.824266130 -0.3141566261  1.801904e-01
## [760,]  2.194199753 -1.2024330607 -0.272668235 -0.2351891198  1.569087e-02
## [761,]  2.556813733 -0.3751148731  0.396445123 -0.2402030220  7.744060e-02
## [762,] -0.944143119 -0.0706238531 -0.347967062 -0.0070644768  1.619877e-01
## [763,]  1.343123450  1.1741337962  0.784170665 -0.2679564772 -6.942890e-02
## [764,]  1.407062140  0.9254665884  0.647336098 -0.2279387230 -8.425923e-03
## [765,] -0.399371130  0.7093790957  1.071812463 -0.2373926211  8.748021e-02
## [766,]  2.035233612  0.2813334991 -1.000592227  0.2375484840  1.141578e-02
## [767,]  0.123420916  0.1754595173 -0.311052854 -0.0616441977  1.315309e-01
## [768,]  2.862633224  0.2735853364 -1.346666101  0.5335429740 -1.188420e-02
## [769,]  4.861682714  1.6031068712  0.904819703  0.2158476690 -3.914065e-01
## [770,]  4.911122677 -2.5739794837  0.071436898 -0.5033980913 -3.846338e-01
## [771,]  2.216947858 -0.9854377022  0.528460735 -0.3291862035  5.223733e-02
## [772,]  4.268268427 -1.9949582556 -0.509046685 -0.2448433206 -1.845897e-01
## [773,] -0.671722340  2.0227789573  0.045153558  0.0276922096  6.333750e-02
## [774,]  1.082772559 -0.7149746277 -1.302116388  0.0446401810  8.928070e-02
## [775,] -0.078164109  1.7365880486 -0.552040761  0.2315202951  8.973639e-02
## [776,]  0.061024132 -0.9329684274 -0.723317859 -0.0321491164  1.761288e-01
## [777,]  4.016487756 -1.3768882773 -1.090876828  0.0680824966 -8.480899e-02
## [778,]  4.444321343 -1.9608039083  0.907077824 -0.5362322509 -2.372185e-01
## [779,]  3.366828225 -0.1112076531  0.059650019 -0.1199319069 -2.216478e-02
## [780,]  1.115372169  0.6549230699 -0.470336606  0.0083447304  9.169765e-03
## [781,] -0.717930669  0.4705044186 -1.023278465  0.0535137219  6.962113e-02
## [782,]  4.068807573 -1.1276988493 -0.363424698 -0.1684993844 -1.968934e-01
## [783,] -1.981488675  1.2122286930 -1.234533089  0.1245937842 -3.173380e-02
## [784,]  1.076413566  0.1746111658 -1.281668231  0.2176967250  9.063457e-02
## [785,] -0.109517260  0.2883310054 -1.095825485  0.0834032922  1.053096e-01
## [786,] -1.351885780  0.0245374762 -0.120170448 -0.0578223301  5.953451e-02
## [787,]  3.020510193 -0.3066248433 -0.522123712  0.0239721058 -4.721606e-02
## [788,]  1.254816418  0.2125480888 -0.233283980 -0.0398799823  1.594759e-01
## [789,]  2.073287069 -0.5063254371 -0.635060571 -0.0504711219  2.931692e-02
## [790,]  0.043729551 -0.3819300410 -0.585480753 -0.0796018853  1.248305e-01
## [791,]  1.025479964 -1.2228733426 -0.776895046 -0.1113893494  9.861365e-02
## [792,]  2.899324501 -0.2471920834  0.071206456 -0.0509127730  1.575842e-01
## [793,]  0.312726432 -0.4349565191 -0.957251112 -0.0096305985  1.290954e-01
## [794,] -0.241229644  1.5628399422 -0.353559140  0.0378935695 -8.871764e-04
## [795,]  1.131647704  0.4873329642  0.189314124 -0.1706429921  5.890079e-02
## [796,] -0.285913633  1.8480178502  0.335097335 -0.0311312490  1.259579e-01
## [797,]  0.050791993 -0.7995844756  0.353317842 -0.1261395638  1.608616e-01
## [798,]  0.541798194  1.2733065062  0.478846717 -0.1946923205 -1.186482e-02
## [799,] -1.060699344 -0.6803050302 -0.027863426 -0.0629718041  5.637563e-02
## [800,]  0.098223491 -0.8012579548 -0.326999892 -0.1353761912  1.256548e-01
## [801,]  2.824315662 -0.3676536464 -1.111708175  0.2028581681  3.318015e-03
## [802,]  3.703005261 -1.8617412876 -0.448842381 -0.2623862342 -1.298165e-01
## [803,] -0.089863563  4.0787584273  1.371019133  0.0823529511 -1.059149e-01
## [804,]  3.055857781 -1.1185293952 -1.743541751  0.2888930625  3.590245e-02
## [805,]  6.325069982 -2.1390041834 -0.299982660 -0.3162086730 -6.065681e-01
## [806,] -1.378241750  1.9071461886 -0.524916542  0.0584650044 -4.335536e-02
## [807,]  3.200822916  0.9865542579  0.282994333  0.0659190591 -1.256159e-01
## [808,] -0.499496031  0.3204239588 -0.019511903 -0.1939360141 -2.441626e-02
## [809,]  0.572691595  0.1669465278 -0.528973442 -0.0064961634  1.506168e-01
## [810,]  0.903261622  0.5472874036 -1.199555443  0.2661801002  1.076545e-01
## [811,]  2.092370250  0.5869373213  0.295662872 -0.1606293882 -3.312507e-02
## [812,]  0.189576676  0.4908199672 -1.219695545  0.1754127404  8.663807e-02
## [813,]  7.128640027 -0.8487483994 -0.131119349  0.0838859888 -7.876603e-01
## [814,]  4.023984809  1.5048368624  0.546387386  0.3650109544  4.210139e-02
## [815,]  0.386640824  1.4471734676 -0.573623869  0.2216482748  1.557142e-01
## [816,]  1.725737896 -0.1088847946 -0.360773888 -0.0712386236  6.417022e-02
## [817,] -1.182814898  0.1792830147  0.180838238 -0.1213676114  1.462972e-02
## [818,] -0.163795674 -1.1063554986 -0.120402441 -0.1241042151  9.792396e-02
## [819,]  0.557234723  0.0172017415 -1.031624981  0.0418819033  7.105651e-02
## [820,] -0.182659382  1.0757226041 -0.402879404 -0.0204285432  5.674562e-02
## [821,]  3.583478279 -1.6899708921 -0.951924786 -0.1163364785 -1.093537e-01
## [822,]  1.910119251 -0.6064039928 -0.490212104 -0.0784447905  1.252978e-01
## [823,] -1.397373734 -0.2639991535 -1.979248612  0.1339430559  2.908614e-02
## [824,]  1.101607493 -0.3538016155 -0.203010146 -0.1699770423  1.019490e-01
## [825,]  1.296895247 -0.6350849159 -0.438854665 -0.1469059664  8.783162e-02
## [826,] -1.624535758 -0.5829764969 -0.246047478 -0.0097245055  8.372423e-03
## [827,] -2.265215919  0.3152635224 -1.352610367  0.0568379951 -8.469915e-02
## [828,] -1.315583784 -0.2063808440  0.243957243  0.0378750152  1.796577e-01
## [829,]  0.065097974 -0.0245404733  0.650606584 -0.2343777743  1.706557e-01
## [830,]  2.718592225  3.0172088681  1.258843034  0.2245082219 -1.908658e-01
## [831,]  2.054303867 -0.7815448162 -0.477542836 -0.1020326730  8.269682e-02
## [832,] -2.671785399 -0.8860955956  1.814569009  0.3260744296 -1.509373e-01
## [833,]  0.029936306 -0.1080932213  0.148698978 -0.0902026445  1.974883e-01
## [834,] -0.528461107 -0.9279209773  0.382701127 -0.0093487018  2.039192e-01
## [835,]  3.204017996  0.3431623084 -0.131661479  0.0310459754 -1.132808e-01
## [836,]  0.617939396  1.6648420463  0.049672145  0.0703864526  1.016616e-01
## [837,]  7.478838503  4.6084239850  2.786821218  1.7117961237  1.777830e-01
## [838,]  2.935991790 -0.8586480163 -0.855046788  0.0062607281  2.816553e-02
## [839,]  0.021478631 -1.6943308630  0.433637552 -0.0645776154  1.496527e-01
## [840,] -1.184122709 -0.2796335497  1.067135374 -0.0907444057  4.090532e-02
## [841,] -2.420897440 -0.4895949928 -0.464780791  0.0863063832 -7.632603e-02
## [842,]  0.234480252 -1.0515465779 -0.249867564 -0.0915547935  1.883700e-01
## [843,]  0.958255234 -0.0526758532  0.306633329 -0.1715705023  2.158155e-01
## [844,]  0.573301415 -0.0167485912  0.259240027 -0.2040590055  7.813753e-02
## [845,]  0.572330322 -1.2000557253 -1.206640491  0.0219823709  2.286811e-01
## [846,]  3.392116991 -0.5649884310 -0.317478006 -0.0800202878 -6.596865e-02
## [847,] -0.709670912 -0.5341418075 -0.369178452 -0.0654256043  1.072618e-01
## [848,]  4.112407819 -1.3455515602 -0.559149978 -0.0979444031 -9.835131e-02
## [849,]  0.427507362 -1.2419514881  0.527774229 -0.2163564425  8.286405e-02
## [850,]  0.617557725 -1.7705697351  0.930499182 -0.1072028092  1.971960e-01
## [851,]  1.382815359  1.4737802462 -0.084344705  0.1437667167  5.247978e-02
## [852,] -0.645388855  0.4577870637 -0.470332981 -0.0724227443  3.431532e-02
## [853,] -0.542322280  1.1913650941 -0.950601166  0.1183870834 -8.755883e-03
## [854,]  2.326113044  0.5438417732  0.113141789 -0.1012802150 -5.015120e-02
## [855,] -0.343909483  1.5437253319 -0.220339967  0.0220146665  8.966890e-02
## [856,]  5.414001215  0.6391349186  1.198965915 -0.1085215706 -3.016960e-01
## [857,]  3.587816203 -2.1622561606 -0.445907188 -0.2518693125  2.721453e-02
## [858,]  1.681821607 -0.2770791479  0.757250968 -0.3972231561 -5.681602e-02
## [859,] -1.249942414  0.9264542697 -1.237925098  0.1378456103  7.185088e-02
## [860,]  2.737685113  0.0184916365  0.293758065 -0.1995402410 -4.984736e-02
## [861,]  3.882801770 -1.2834566093 -0.550525296 -0.1665778687 -2.033866e-01
## [862,] -2.155503662 -0.9393334059  1.507059258  0.2001386362 -7.977326e-02
## [863,]  0.884724832 -1.2187409702 -1.188077790 -0.0258470085  1.222022e-01
## [864,] -0.652786245  2.1473360767  0.326661676 -0.0666758138  1.064489e-02
## [865,]  2.522405849  0.4638429397  0.591338138 -0.2263605746 -6.524003e-02
## [866,]  3.430659622 -1.3878598020 -0.620608681 -0.1253179339 -2.581287e-02
## [867,]  6.581184302 -1.3714253092 -0.457017820 -0.0410182529 -7.011548e-01
## [868,] -0.795440846  1.1074294697 -1.159815672  0.1790095059  4.685186e-02
## [869,]  2.959869739 -0.7320951853 -1.193850364  0.1691372325  1.682996e-02
## [870,]  0.001651026  1.4999650779 -0.116468844  0.0396050550  1.478251e-01
## [871,]  4.637884578 -1.0400734583 -1.431767729  0.3018311369 -3.061388e-01
## [872,]  1.151884499  0.3644192369 -0.444814380 -0.0335238105  4.708675e-02
## [873,] -1.198065694 -0.5103024977  0.321292173 -0.0625505198  9.596510e-02
## [874,]  0.665281891 -0.0299886254  0.210568883 -0.1752842795  1.189726e-01
## [875,]  0.705842816 -1.1344838225 -1.205773584 -0.0327077810  1.322402e-01
## [876,]  0.397096262  0.7072488556 -1.336343644  0.2817048595  9.345315e-02
## [877,]  2.149179698  0.8763308953 -0.135660001  0.1332882190  9.458626e-02
## [878,]  2.158994580 -0.3743275358  0.274431129 -0.2341173724  8.626186e-02
## [879,]  3.562259367 -0.6601107849 -0.951055122  0.1361731133 -9.816147e-02
## [880,]  0.253963537  1.7514262818  0.098087318  0.0536367387  1.047631e-01
## [881,]  6.043016652 -4.4631798598  2.732392233 -0.3752573870 -3.958143e-02
## [882,]  3.440207831  0.6667288929  0.551535767 -0.1254045333 -1.791975e-01
## [883,]  1.306786105  0.0128444377  0.178318126 -0.2019034908  6.067062e-02
## [884,]  4.060524502 -1.6715639312 -0.677635973 -0.1840141349 -2.025094e-01
## [885,]  1.337817949 -0.4003536850 -0.584494890 -0.0797344788  9.510209e-02
## [886,] -1.748576448  1.3934414850  0.443765369 -0.2026542951 -1.248194e-01
## [887,]  2.648973008 -1.7798932382 -0.432113384 -0.2304677890  1.852582e-02
## [888,]  0.676346417  0.6800443203 -0.722675649  0.1108499303  9.491179e-02
## [889,] -1.106787095 -0.5383171045  0.538959657 -0.0590133379  1.022187e-01
## [890,]  0.061387145  2.2033824097  1.050057001 -0.2312420834  5.225147e-02
## [891,]  0.315353248  0.9473289880 -0.401645239  0.0439176638  9.663179e-02
## [892,]  0.889175659 -1.2048764620 -0.538703325 -0.1711923468  5.891116e-02
## [893,]  3.631705071  1.5765735575  0.964421326 -0.0035674372 -1.965903e-01
## [894,]  4.911081171 -0.7927203130 -0.081677975 -0.1703730354 -3.981504e-01
## [895,]  1.770735545  0.9053032688  0.916394986 -0.2421238514  5.434146e-02
## [896,] -0.114564832  0.6942593928  0.129841786 -0.1877050250 -6.606064e-03
## [897,]  0.273425113  0.9534036730  0.696102083 -0.2166830160  1.077767e-01
## [898,]  0.682071808 -1.3074715904  0.091681470 -0.0667781298  2.627793e-01
## [899,]  0.648049242  0.9787039606  0.091362683 -0.0805587589  7.798299e-02
## [900,]  0.487283856  2.1069448641 -0.191834014  0.2657459066  6.281299e-02
##                  PC6           PC7
##   [1,] -1.305046e-02  3.705580e-03
##   [2,] -1.380135e-02  5.668952e-03
##   [3,]  4.339440e-02  7.204504e-03
##   [4,] -4.226070e-02  1.337909e-02
##   [5,]  5.243930e-02  6.945311e-03
##   [6,] -3.884966e-02 -8.369549e-03
##   [7,] -5.880875e-02 -8.687680e-03
##   [8,]  3.115537e-02 -2.543010e-02
##   [9,] -8.258097e-02 -1.159409e-02
##  [10,]  6.607401e-02 -3.387407e-02
##  [11,]  1.075229e-02  4.964939e-03
##  [12,] -5.084127e-02 -1.408029e-02
##  [13,] -3.862778e-02 -8.098964e-03
##  [14,]  9.470629e-02  1.889423e-03
##  [15,]  5.094403e-03  3.294537e-03
##  [16,] -1.602883e-01  9.652409e-03
##  [17,]  6.687772e-03 -1.161229e-03
##  [18,]  3.247134e-02 -2.347041e-02
##  [19,] -5.956187e-02 -1.970038e-02
##  [20,]  4.989608e-02 -1.123040e-02
##  [21,] -2.116256e-02  1.533124e-02
##  [22,] -1.962487e-02 -1.401069e-02
##  [23,]  6.781869e-02 -2.566727e-02
##  [24,]  1.493954e-01  1.588188e-02
##  [25,]  1.049483e-01 -3.481568e-02
##  [26,]  2.686192e-02 -2.959011e-03
##  [27,]  7.986630e-02 -1.062828e-02
##  [28,] -1.162557e-02  7.378148e-03
##  [29,]  1.102665e-01  3.769008e-03
##  [30,] -2.167916e-02 -2.716843e-02
##  [31,]  3.425868e-02 -7.848917e-03
##  [32,] -1.022136e-01 -3.045854e-03
##  [33,] -5.710045e-03  1.861328e-02
##  [34,] -2.615960e-02 -2.745236e-03
##  [35,]  7.851701e-02  7.146069e-02
##  [36,] -1.542483e-02  1.870540e-02
##  [37,] -2.289061e-02  2.414915e-02
##  [38,] -1.839574e-02  1.538568e-02
##  [39,]  2.170918e-02  4.050695e-03
##  [40,] -2.881798e-03 -2.140447e-03
##  [41,] -5.876135e-03  2.399087e-02
##  [42,]  2.795667e-02 -4.070663e-03
##  [43,] -2.727522e-02  2.502825e-02
##  [44,]  1.328721e-01  1.012374e-02
##  [45,]  4.032374e-02  1.140000e-02
##  [46,] -4.710934e-02  4.051519e-02
##  [47,]  3.132487e-02 -1.680375e-02
##  [48,] -8.867703e-02  1.598354e-02
##  [49,] -7.075977e-02 -8.901403e-03
##  [50,] -2.068427e-02  9.395232e-03
##  [51,] -3.394668e-02 -1.157340e-02
##  [52,]  4.802836e-02 -1.381209e-02
##  [53,]  7.759624e-02 -9.481801e-03
##  [54,] -9.984824e-02  1.289258e-02
##  [55,]  6.538634e-02  4.887399e-04
##  [56,] -2.223638e-02 -6.905357e-03
##  [57,] -3.263403e-02  2.077346e-02
##  [58,] -6.969321e-02  1.226081e-02
##  [59,]  2.268173e-02  2.950632e-02
##  [60,] -1.553755e-01 -1.548146e-02
##  [61,]  1.301760e-02 -7.344641e-03
##  [62,] -5.939980e-02 -1.331370e-02
##  [63,]  3.462815e-02  1.200864e-02
##  [64,]  2.597098e-02  6.049250e-03
##  [65,]  9.390766e-04  4.890195e-03
##  [66,] -4.945862e-02  2.024108e-02
##  [67,] -1.214456e-02 -5.960944e-03
##  [68,]  7.609109e-02 -3.490259e-03
##  [69,] -6.009040e-02  1.416359e-02
##  [70,] -2.900845e-02  1.146966e-02
##  [71,]  2.103269e-02  4.368345e-03
##  [72,] -8.551007e-02  3.327615e-02
##  [73,] -5.386398e-02  1.732691e-02
##  [74,] -3.011240e-02  1.725945e-02
##  [75,] -1.603688e-02 -1.376885e-03
##  [76,] -3.342179e-02 -2.081641e-03
##  [77,]  7.659927e-04  8.336837e-03
##  [78,] -6.895178e-02 -8.001744e-03
##  [79,]  5.882806e-02 -2.054222e-02
##  [80,] -5.693451e-02 -1.552880e-02
##  [81,] -2.544822e-02 -9.114995e-03
##  [82,] -7.977802e-02  1.407098e-02
##  [83,] -7.546534e-02  1.035793e-02
##  [84,]  1.157676e-01 -3.932159e-03
##  [85,]  8.939525e-03  1.497166e-03
##  [86,] -4.104482e-01 -1.336675e-01
##  [87,]  8.228401e-02 -3.180517e-02
##  [88,] -4.320030e-02 -1.625382e-02
##  [89,] -1.180259e-01 -1.443598e-02
##  [90,] -3.642309e-02 -1.809321e-03
##  [91,] -8.627475e-03 -2.101958e-02
##  [92,] -1.469164e-02 -4.124932e-03
##  [93,]  5.716621e-02 -1.037116e-02
##  [94,]  2.549845e-02 -2.636470e-02
##  [95,] -9.250134e-02 -1.989364e-03
##  [96,] -9.505067e-02  7.924663e-04
##  [97,]  8.831594e-02 -2.628486e-02
##  [98,]  5.184209e-02 -3.125202e-02
##  [99,] -3.999704e-02 -5.315083e-03
## [100,]  1.266686e-01 -1.751255e-02
## [101,]  3.810370e-02 -1.097105e-02
## [102,] -1.363215e-02 -4.125820e-03
## [103,]  5.715555e-02 -5.963899e-03
## [104,] -9.005894e-02  3.043419e-02
## [105,] -2.173173e-02 -3.231499e-03
## [106,] -4.955713e-02 -1.362306e-02
## [107,]  3.995076e-02  4.040097e-02
## [108,]  9.901178e-03  9.963467e-03
## [109,]  2.749049e-02 -9.234332e-03
## [110,]  2.260807e-02  1.671789e-03
## [111,] -1.213475e-01  7.975182e-02
## [112,] -1.530990e-01  3.339131e-02
## [113,]  9.681665e-04 -2.666694e-02
## [114,] -1.353885e-02 -5.142499e-03
## [115,] -4.181444e-02  8.614453e-03
## [116,]  1.179973e-02  9.554719e-03
## [117,] -7.622638e-02  2.829297e-02
## [118,]  5.030571e-02 -4.706132e-03
## [119,] -7.533424e-02  7.305741e-03
## [120,]  4.352517e-02 -7.997097e-03
## [121,] -1.904474e-02  2.261069e-02
## [122,] -4.908308e-02  1.985807e-02
## [123,]  1.182225e-02 -6.697067e-04
## [124,] -5.311127e-02  6.307122e-03
## [125,] -1.391807e-02  1.426678e-02
## [126,] -2.528742e-03 -6.964939e-03
## [127,]  1.028838e-01  9.623549e-04
## [128,]  2.904198e-02  9.624181e-03
## [129,] -6.009542e-02  9.974422e-03
## [130,]  1.069387e-01 -5.344041e-03
## [131,]  2.828788e-02  6.879511e-03
## [132,]  5.207184e-02 -2.527112e-02
## [133,] -3.644313e-02 -3.133651e-03
## [134,] -2.840565e-02  2.700877e-03
## [135,] -4.423889e-02 -9.018549e-04
## [136,] -3.425181e-03 -8.164788e-03
## [137,]  8.126629e-02 -2.413258e-02
## [138,] -3.245244e-02  9.291076e-03
## [139,] -9.196384e-02  6.128149e-03
## [140,]  8.808739e-02 -3.382371e-02
## [141,]  7.052763e-03  2.870817e-03
## [142,] -7.582849e-02  3.503549e-03
## [143,]  1.836139e-02  1.089581e-02
## [144,] -3.823066e-03 -2.435080e-02
## [145,] -4.253755e-02 -4.977903e-03
## [146,]  2.218152e-03  2.076762e-03
## [147,]  2.730329e-02 -4.243259e-03
## [148,] -3.667070e-02 -5.845045e-03
## [149,] -9.680435e-02 -1.407265e-02
## [150,]  3.236836e-03  3.714830e-03
## [151,] -1.176168e-01  3.578087e-02
## [152,] -7.196429e-03 -1.883677e-02
## [153,]  2.976681e-02 -1.981084e-02
## [154,]  6.572551e-02  5.760128e-03
## [155,]  1.978505e-02  4.653296e-03
## [156,]  3.004502e-02 -4.027661e-03
## [157,]  1.188879e-01  4.903863e-02
## [158,] -4.571587e-02 -2.768256e-03
## [159,] -6.527187e-02  3.037910e-02
## [160,] -9.981038e-02  1.667405e-02
## [161,] -3.786375e-02 -8.250178e-03
## [162,] -2.823142e-02  1.955294e-02
## [163,] -8.301665e-03  4.370816e-03
## [164,] -2.060659e-02  2.793127e-02
## [165,] -2.480066e-02  2.488379e-02
## [166,] -5.095233e-02  1.041546e-02
## [167,] -9.160375e-02  1.088846e-02
## [168,] -7.354513e-02  1.886180e-02
## [169,]  5.522905e-02 -9.321533e-03
## [170,] -8.319094e-02  3.475155e-03
## [171,]  5.150621e-03  3.179315e-02
## [172,] -5.094853e-02  2.059129e-02
## [173,]  9.938108e-03 -2.146668e-02
## [174,] -4.279758e-02  4.004412e-02
## [175,] -2.796905e-02 -1.541285e-02
## [176,] -6.281462e-02 -1.143673e-02
## [177,] -6.268828e-03  7.957616e-03
## [178,]  1.473620e-02 -1.226385e-02
## [179,] -9.256733e-03  1.626830e-02
## [180,] -3.380569e-02 -2.330723e-02
## [181,]  2.745254e-02 -1.148269e-02
## [182,] -2.341733e-02 -2.580334e-02
## [183,]  4.731000e-02 -2.304803e-02
## [184,] -7.603237e-02  3.072733e-04
## [185,]  1.186653e-01 -4.623114e-02
## [186,] -6.567484e-02 -1.225873e-02
## [187,] -1.361647e-01 -1.923077e-02
## [188,]  4.263672e-02 -1.852206e-02
## [189,]  2.983705e-02 -1.735997e-02
## [190,]  3.799715e-02 -2.716523e-02
## [191,]  7.733881e-02 -4.358820e-02
## [192,]  1.136028e-01 -3.460655e-02
## [193,]  8.191894e-03  3.086635e-02
## [194,]  6.636121e-02 -1.735669e-02
## [195,] -1.810246e-03 -2.383774e-02
## [196,]  4.914949e-02 -2.222243e-02
## [197,]  6.431175e-02 -3.488324e-02
## [198,]  1.944319e-01 -8.929919e-03
## [199,] -8.663229e-03 -9.788848e-03
## [200,]  6.853108e-02 -3.688717e-02
## [201,]  5.214623e-02 -3.092332e-02
## [202,]  6.425067e-02 -1.639953e-02
## [203,]  3.750861e-02 -2.920621e-02
## [204,]  4.820407e-02 -3.973291e-02
## [205,]  9.045188e-03 -1.187117e-02
## [206,]  5.776172e-02 -2.420623e-02
## [207,] -7.268307e-02 -1.587033e-02
## [208,] -2.070685e-02 -5.198566e-03
## [209,] -3.988940e-02 -2.086515e-03
## [210,]  1.913480e-03 -3.231450e-02
## [211,] -2.058686e-03  5.906007e-03
## [212,] -1.483160e-02  3.364057e-03
## [213,] -8.842459e-03 -1.736461e-02
## [214,]  7.633978e-03 -1.401243e-02
## [215,] -7.335817e-02 -1.139386e-02
## [216,]  4.978494e-02 -1.326267e-02
## [217,] -9.946406e-03 -7.258118e-03
## [218,] -6.810657e-02  3.671676e-02
## [219,] -4.794226e-02  2.356283e-02
## [220,] -3.382547e-02  1.624783e-02
## [221,] -1.108915e-01  2.841823e-02
## [222,] -5.607170e-02  2.956285e-02
## [223,]  3.377021e-02  1.815299e-02
## [224,]  5.835011e-02 -5.937085e-03
## [225,]  4.012337e-02 -3.448104e-02
## [226,]  4.306333e-02 -2.002621e-02
## [227,]  1.591740e-02  5.410585e-03
## [228,] -6.291131e-03 -9.851131e-03
## [229,]  5.194255e-02  5.951512e-03
## [230,]  4.899305e-02 -4.094253e-02
## [231,] -2.775345e-02 -1.157568e-02
## [232,]  1.878368e-02  2.999866e-02
## [233,]  3.615130e-02 -8.144418e-03
## [234,] -1.341844e-01  2.758724e-03
## [235,] -2.540987e-02 -8.614121e-03
## [236,]  3.222009e-02  3.264055e-03
## [237,]  5.824529e-02 -5.891519e-04
## [238,] -2.989424e-02 -9.079348e-03
## [239,] -9.626682e-02  1.653226e-02
## [240,] -7.342492e-02 -6.934736e-03
## [241,] -3.949093e-02 -1.261990e-02
## [242,] -1.115220e-01  1.545075e-03
## [243,] -2.781519e-02  2.547915e-03
## [244,] -1.158920e-02 -1.731025e-02
## [245,]  8.127628e-02 -2.053444e-02
## [246,] -2.491170e-02  5.727209e-04
## [247,] -1.432164e-01  3.634072e-02
## [248,]  2.024759e-02 -1.455364e-02
## [249,] -3.219267e-02  1.263842e-02
## [250,] -1.596482e-02 -1.164824e-02
## [251,] -4.087256e-02  2.715660e-02
## [252,]  2.976474e-02  2.050724e-02
## [253,] -1.040384e-01 -1.338012e-02
## [254,] -3.373358e-03  1.925881e-02
## [255,]  1.110244e-02 -2.855521e-02
## [256,] -4.861246e-02 -2.271091e-02
## [257,] -5.653695e-03 -2.490767e-02
## [258,] -1.627446e-02 -3.061980e-02
## [259,]  3.084510e-02  2.233904e-03
## [260,] -3.360864e-02 -3.881447e-02
## [261,]  9.955019e-03 -4.415846e-04
## [262,] -1.802849e-02 -1.816939e-02
## [263,] -2.384574e-02 -1.228377e-02
## [264,] -4.210927e-02 -2.799939e-02
## [265,] -1.863974e-02 -8.266152e-03
## [266,]  4.788016e-02 -1.181955e-02
## [267,]  1.516395e-02 -2.358128e-02
## [268,] -2.303972e-02  3.707232e-03
## [269,]  4.372194e-03 -1.729800e-02
## [270,]  8.329138e-02 -3.040828e-02
## [271,]  2.098864e-03 -5.560176e-03
## [272,]  1.024911e-01 -6.873522e-03
## [273,]  9.470591e-02 -3.087653e-02
## [274,]  4.078873e-02 -2.602060e-02
## [275,] -1.211310e-01  3.704337e-02
## [276,] -6.122251e-02  1.879377e-02
## [277,] -3.142130e-02  1.337245e-02
## [278,] -5.923927e-03 -2.905538e-02
## [279,] -9.119792e-02  2.301598e-02
## [280,]  3.878504e-02 -2.329986e-02
## [281,]  2.717897e-02 -1.283761e-02
## [282,]  1.205959e-02  2.723409e-02
## [283,]  1.064776e-02 -8.107973e-03
## [284,]  3.973658e-02 -9.301607e-03
## [285,]  4.306596e-02 -2.185704e-02
## [286,] -1.790248e-02  4.933436e-03
## [287,]  2.061337e-02 -5.388410e-03
## [288,] -5.070517e-03  1.838142e-02
## [289,]  6.367721e-02 -2.243344e-02
## [290,]  3.169961e-02 -1.658030e-02
## [291,] -5.255887e-01 -7.902613e-02
## [292,]  5.325492e-02 -1.324759e-02
## [293,]  8.429171e-04 -1.059597e-02
## [294,] -9.042977e-03  2.338886e-02
## [295,]  5.611946e-02 -2.226668e-02
## [296,]  8.935759e-02 -3.789600e-02
## [297,]  5.196510e-03  2.040140e-02
## [298,]  2.661537e-02  1.299429e-02
## [299,]  7.844628e-02 -3.402161e-02
## [300,] -7.937638e-02 -7.854313e-03
## [301,]  8.934031e-02 -3.203644e-02
## [302,]  4.478566e-02 -1.772155e-02
## [303,]  1.503144e-03 -5.781472e-03
## [304,]  4.468434e-02 -1.994271e-02
## [305,] -1.444776e-02 -9.258725e-03
## [306,]  3.266287e-02 -1.312671e-02
## [307,]  4.449537e-02 -1.421845e-02
## [308,] -1.667589e-02 -4.460910e-02
## [309,]  4.559444e-02 -3.348401e-02
## [310,]  8.769639e-03  1.959474e-02
## [311,]  5.537557e-03 -2.881620e-02
## [312,] -5.598892e-02 -2.903252e-02
## [313,]  6.516715e-02 -3.589891e-02
## [314,] -1.097760e-01 -2.382184e-02
## [315,]  5.441198e-02 -2.715990e-02
## [316,] -1.827313e-02 -2.719656e-02
## [317,]  1.421253e-01  1.543994e-02
## [318,] -6.486160e-02 -1.234024e-02
## [319,]  1.084714e-01 -2.388245e-02
## [320,] -1.318672e-03 -1.891460e-02
## [321,] -4.237604e-04 -8.087988e-03
## [322,] -1.964809e-02 -3.826582e-03
## [323,] -6.375715e-02  2.712772e-03
## [324,]  1.636916e-02 -8.759638e-03
## [325,]  3.469358e-02 -2.478040e-02
## [326,] -1.292544e-01 -1.565656e-02
## [327,]  1.197547e-02 -9.103091e-03
## [328,] -1.703018e-03 -5.445395e-03
## [329,] -2.810481e-03 -1.950622e-02
## [330,]  1.929842e-02 -2.296410e-02
## [331,] -8.957976e-03  4.512826e-03
## [332,] -8.430456e-03 -7.878464e-03
## [333,] -6.791756e-02  5.443004e-03
## [334,]  5.485757e-05 -1.770878e-02
## [335,]  5.922094e-02  3.039140e-02
## [336,] -8.717300e-02 -3.225441e-03
## [337,]  5.732057e-02 -3.382474e-02
## [338,] -2.753623e-02  2.518285e-02
## [339,]  4.529895e-03 -8.844414e-03
## [340,] -6.718482e-02  1.076175e-03
## [341,] -9.062457e-02 -5.606991e-03
## [342,] -4.344456e-02  1.585575e-02
## [343,]  4.231064e-02 -2.009544e-02
## [344,] -7.312399e-02  1.969435e-02
## [345,]  3.324599e-02 -2.547209e-02
## [346,]  4.462305e-02 -1.361163e-02
## [347,] -3.481320e-02 -1.357264e-02
## [348,]  1.172692e-02 -1.035366e-02
## [349,] -6.239153e-03 -1.942829e-02
## [350,]  2.159999e-02  2.468845e-02
## [351,] -3.944234e-02 -2.032160e-02
## [352,]  5.464044e-02 -2.763097e-02
## [353,] -2.131352e-02 -1.169009e-02
## [354,] -6.061238e-02 -1.892995e-02
## [355,]  3.449790e-02 -2.421946e-02
## [356,]  4.755879e-02 -1.246536e-02
## [357,]  8.975673e-02  1.309212e-02
## [358,] -1.895646e-02 -3.739337e-03
## [359,]  1.973042e-02 -1.758359e-03
## [360,]  1.045968e-02 -2.609894e-02
## [361,] -1.172078e-01  2.675807e-02
## [362,]  3.995938e-03 -1.269177e-02
## [363,]  2.330959e-02 -2.938308e-02
## [364,]  8.364009e-02 -3.505539e-02
## [365,]  6.604191e-02 -2.797595e-02
## [366,] -3.444594e-02 -1.198460e-02
## [367,]  4.593981e-02 -1.601105e-02
## [368,]  8.785269e-03 -2.394938e-02
## [369,]  7.295484e-02 -2.255623e-02
## [370,] -1.834770e-02  2.112017e-04
## [371,] -1.226637e-01 -1.922228e-02
## [372,]  4.915359e-02 -1.679312e-02
## [373,]  1.460226e-01 -1.702417e-02
## [374,]  5.383904e-02 -1.659748e-02
## [375,]  1.667866e-03 -2.267278e-02
## [376,]  6.513028e-02  1.580941e-02
## [377,]  6.583951e-02 -2.055080e-02
## [378,] -7.286524e-02 -2.009999e-02
## [379,]  3.642935e-02 -8.837777e-03
## [380,]  4.388146e-02 -1.332558e-02
## [381,]  4.583036e-02 -3.788014e-03
## [382,] -1.205851e-01  1.824974e-04
## [383,] -2.043642e-01  3.059376e-03
## [384,]  1.966507e-02 -8.760437e-03
## [385,]  2.817111e-02 -1.373656e-02
## [386,] -4.430853e-02 -1.279818e-02
## [387,] -2.227468e-02  3.773144e-03
## [388,] -7.780792e-02  2.079458e-02
## [389,] -8.731906e-02  1.872110e-02
## [390,] -2.701616e-03 -9.058951e-03
## [391,] -7.874709e-02  2.178274e-02
## [392,]  2.063922e-02 -3.834417e-03
## [393,] -3.506351e-02 -1.064463e-02
## [394,] -2.792589e-02  2.204467e-02
## [395,]  3.009443e-02  4.379231e-03
## [396,] -1.464340e-01 -9.740828e-03
## [397,]  4.093236e-02 -1.667947e-02
## [398,] -6.415139e-03  2.954520e-03
## [399,]  2.033298e-02  1.030209e-02
## [400,]  5.657761e-02 -3.592592e-02
## [401,] -4.173463e-02 -2.095355e-02
## [402,] -7.175314e-02 -1.305975e-02
## [403,]  2.157878e-02 -2.972411e-02
## [404,]  7.993595e-02 -2.063553e-02
## [405,]  7.452630e-02 -2.970063e-02
## [406,] -4.557970e-02 -6.187540e-03
## [407,]  3.040808e-02 -3.082742e-02
## [408,]  6.091801e-02 -2.139166e-02
## [409,]  4.358519e-02 -1.631171e-02
## [410,]  2.577014e-02 -2.138434e-02
## [411,] -5.314561e-02  2.099455e-03
## [412,]  5.889730e-02 -4.172288e-02
## [413,]  1.309635e-02 -1.613585e-02
## [414,] -2.548166e-02 -2.123923e-02
## [415,] -9.706507e-02 -3.052070e-02
## [416,]  2.493661e-02 -2.935081e-02
## [417,] -1.562157e-01 -1.022024e-02
## [418,] -4.480640e-02 -2.662977e-02
## [419,]  4.188568e-02 -2.161569e-02
## [420,]  2.751595e-02 -1.463568e-02
## [421,]  1.335463e-01 -3.195658e-02
## [422,]  7.948759e-02 -3.263642e-02
## [423,] -9.155739e-02 -1.585661e-02
## [424,] -7.712689e-02 -1.118095e-02
## [425,] -1.515805e-02 -2.869082e-02
## [426,]  9.759892e-02 -4.342317e-02
## [427,]  2.147979e-02 -1.918334e-02
## [428,] -4.570837e-02 -2.411553e-02
## [429,] -3.523481e-02 -2.363829e-02
## [430,]  6.534296e-03 -1.523696e-02
## [431,]  3.367204e-02 -2.489446e-02
## [432,]  1.354388e-02 -9.804916e-03
## [433,]  4.167675e-03 -1.336450e-02
## [434,]  3.157463e-02 -1.741674e-02
## [435,]  2.360547e-02 -1.258768e-02
## [436,] -1.556700e-01 -1.102114e-02
## [437,] -1.749771e-02 -7.154075e-03
## [438,]  3.067736e-02  4.061123e-03
## [439,]  8.188946e-02 -2.759892e-02
## [440,]  8.182420e-02  1.386748e-02
## [441,] -6.158976e-03 -1.942726e-02
## [442,]  1.576399e-02  4.002681e-03
## [443,] -5.361434e-02  2.854379e-02
## [444,] -4.401900e-02  3.117713e-02
## [445,] -9.327783e-03  1.885834e-02
## [446,] -5.995995e-02  3.078928e-02
## [447,] -8.633717e-03  3.030957e-02
## [448,] -9.595708e-02  4.222268e-02
## [449,] -8.978779e-02  5.984673e-02
## [450,] -3.884030e-02  2.795727e-02
## [451,]  6.993394e-02  4.911900e-02
## [452,] -5.279140e-02  2.072593e-02
## [453,] -3.843851e-03  2.634655e-02
## [454,]  3.209764e-02 -2.437700e-02
## [455,] -2.003318e-02 -6.440793e-03
## [456,]  2.724117e-02 -3.285207e-02
## [457,]  7.615094e-02  7.496745e-03
## [458,]  7.937549e-02  1.929163e-02
## [459,]  5.147183e-02  1.737547e-02
## [460,] -2.175016e-02  2.809893e-02
## [461,]  6.679650e-02  7.336607e-03
## [462,] -8.156120e-02  9.932323e-02
## [463,]  1.553722e-01  1.850342e-02
## [464,] -8.406900e-02 -2.526238e-02
## [465,]  1.521653e-01  4.073309e-02
## [466,]  1.792701e-03 -1.646516e-02
## [467,]  1.305105e-01  5.588650e-02
## [468,]  5.691072e-02 -1.440157e-02
## [469,] -3.661278e-02  2.224555e-02
## [470,] -1.057794e-01  4.115361e-02
## [471,]  9.632204e-03 -1.568497e-02
## [472,]  4.133028e-02 -3.155077e-02
## [473,]  1.816903e-02 -5.585339e-03
## [474,]  3.942550e-03  2.871908e-02
## [475,]  4.260180e-02  9.156685e-03
## [476,] -2.919321e-02  2.497638e-03
## [477,]  2.443792e-02  1.120017e-02
## [478,]  8.471246e-03 -3.316703e-03
## [479,]  1.287217e-01  1.138329e-03
## [480,] -3.892699e-01 -8.194537e-02
## [481,]  8.478896e-02  2.390226e-02
## [482,]  1.824045e-03  9.765325e-03
## [483,] -3.425556e-02 -7.575959e-03
## [484,]  5.918090e-02  2.286408e-02
## [485,] -1.672021e-01  5.425045e-02
## [486,] -2.431188e-02  8.835963e-03
## [487,] -4.762397e-02  2.588569e-03
## [488,] -7.680873e-01 -3.420300e-01
## [489,]  3.481369e-02  1.225840e-02
## [490,]  5.765335e-02  1.596150e-02
## [491,] -9.880977e-03 -1.709836e-02
## [492,]  6.724151e-03  2.624890e-03
## [493,]  4.530102e-03  6.196923e-03
## [494,] -9.459442e-03 -7.561418e-03
## [495,]  6.608104e-02 -2.451011e-02
## [496,]  2.546614e-02  3.020876e-03
## [497,]  1.248742e-01 -6.900231e-03
## [498,] -1.703173e-02  5.079504e-03
## [499,]  1.741985e-01 -4.779138e-02
## [500,]  1.620287e-02  1.437443e-02
## [501,]  8.424393e-02 -2.271374e-02
## [502,]  2.904527e-02  1.645722e-02
## [503,] -3.970448e-02  8.872795e-05
## [504,]  5.232595e-02  1.824072e-02
## [505,]  1.166495e-01  2.852012e-02
## [506,]  8.888454e-02  1.021052e-02
## [507,]  1.724666e-01 -2.273148e-01
## [508,] -7.767583e-02 -4.519646e-02
## [509,]  1.854189e-01  3.967513e-02
## [510,] -5.516226e-03  9.195762e-02
## [511,]  5.508771e-02  2.395899e-02
## [512,] -2.460242e-02  4.972795e-02
## [513,] -3.802705e-02  1.724858e-02
## [514,]  4.495230e-02  2.507218e-02
## [515,]  4.665837e-02 -6.593531e-03
## [516,] -1.116211e-01  3.646552e-03
## [517,] -1.902467e-01  2.511182e-02
## [518,]  5.067469e-02 -2.677477e-03
## [519,]  4.601431e-02  1.135687e-02
## [520,]  1.799113e-02 -1.296500e-02
## [521,]  5.513579e-02  1.555341e-02
## [522,] -3.226273e-03  5.436552e-03
## [523,]  5.043414e-04  5.862467e-02
## [524,] -1.220655e-02  1.275977e-02
## [525,] -7.553919e-02  1.029000e-02
## [526,]  8.069727e-02  3.793138e-02
## [527,] -2.229730e-02  2.091923e-02
## [528,] -8.552934e-02  4.221916e-02
## [529,]  8.621401e-02  8.230549e-03
## [530,] -8.764138e-03  2.363088e-02
## [531,] -1.476323e-01  1.122806e-01
## [532,]  9.316251e-02  5.320384e-02
## [533,] -3.564979e-02  3.721446e-02
## [534,] -1.054211e-01  4.896163e-03
## [535,]  7.986228e-02  3.304151e-02
## [536,]  3.524929e-02 -2.513919e-02
## [537,]  1.400429e-01  4.075065e-02
## [538,]  4.267933e-02 -1.673061e-02
## [539,] -5.991788e-02  4.678623e-02
## [540,]  1.121433e-01  3.698470e-02
## [541,]  1.237512e-01  4.791701e-02
## [542,] -4.153545e-02  4.082396e-03
## [543,] -3.223063e-02  1.725572e-02
## [544,] -4.282430e-02  1.061671e-02
## [545,] -7.795475e-02  6.126439e-02
## [546,] -5.026475e-02  3.600607e-02
## [547,] -5.831668e-02  5.335899e-02
## [548,] -7.385791e-02  1.986117e-02
## [549,]  9.726487e-02  5.457188e-02
## [550,]  6.748185e-02  2.994461e-03
## [551,] -7.983812e-02  2.145464e-02
## [552,] -9.999972e-02  2.831812e-02
## [553,] -1.552248e-01 -1.812869e-02
## [554,] -1.825110e-02  1.188103e-02
## [555,] -3.391160e-02  2.747989e-02
## [556,] -1.766088e-02  1.576763e-02
## [557,]  4.142095e-02 -7.751364e-03
## [558,]  1.115918e-01 -6.837384e-03
## [559,]  5.404025e-02 -7.574858e-03
## [560,] -9.326321e-03 -1.168846e-02
## [561,] -1.153608e-02 -2.940653e-02
## [562,] -4.627765e-02 -4.891077e-03
## [563,]  1.257134e-01  1.228038e-02
## [564,] -5.774513e-02  2.709418e-02
## [565,] -4.164757e-02  3.695105e-02
## [566,]  4.904337e-02  4.498013e-03
## [567,]  4.925271e-02  2.346490e-02
## [568,]  7.038506e-03 -1.709193e-02
## [569,]  1.501177e-02 -3.716014e-02
## [570,]  7.467122e-03  8.274281e-03
## [571,] -3.829109e-02 -3.255292e-02
## [572,]  5.528334e-02 -2.156599e-02
## [573,]  1.750967e-02 -2.024404e-02
## [574,]  1.501567e-01  5.556415e-03
## [575,]  8.014966e-02  8.013223e-02
## [576,]  9.148200e-02  6.937741e-03
## [577,] -3.911915e-02  4.079078e-02
## [578,]  6.695447e-02 -1.113775e-02
## [579,] -2.392495e-02  3.852547e-03
## [580,]  1.654536e-01  4.105675e-02
## [581,] -1.545527e-01  9.245788e-02
## [582,] -1.417198e-01 -1.469111e-02
## [583,]  3.791764e-02  1.440834e-02
## [584,]  1.259535e-02 -1.826940e-02
## [585,] -1.565031e-02  2.227434e-02
## [586,] -6.059581e-02  4.142951e-03
## [587,] -1.161079e-01  4.810935e-02
## [588,] -1.678493e-02  1.799604e-02
## [589,]  1.477315e-02  2.389432e-02
## [590,] -2.706969e-02  2.744429e-02
## [591,] -9.701961e-02  2.110805e-02
## [592,]  4.086674e-02 -5.101677e-03
## [593,]  3.757320e-02 -1.027640e-02
## [594,]  4.871460e-02 -4.983928e-03
## [595,]  3.006145e-02 -1.087480e-02
## [596,]  3.709670e-03  2.117532e-02
## [597,]  4.265883e-02 -1.204879e-02
## [598,]  2.657902e-02 -1.538629e-02
## [599,]  6.230783e-02 -1.520486e-02
## [600,]  5.565526e-02 -1.160001e-02
## [601,]  1.579870e-01 -8.041366e-03
## [602,] -6.493022e-02 -1.169633e-02
## [603,]  4.879202e-02  1.205655e-02
## [604,]  1.079551e-02  1.042448e-03
## [605,]  3.845468e-02 -1.303865e-02
## [606,]  5.464166e-02 -2.068356e-02
## [607,] -1.119212e-02  1.213604e-02
## [608,] -4.053568e-02  1.492845e-02
## [609,] -9.171088e-02  6.800170e-02
## [610,]  6.925739e-04  2.570309e-02
## [611,]  6.285650e-02 -3.629774e-02
## [612,]  5.353428e-02 -1.675350e-02
## [613,]  8.871446e-02 -7.440831e-02
## [614,] -3.394241e-02  2.719323e-02
## [615,]  1.533800e-02 -1.364220e-02
## [616,]  1.501411e-02 -1.029151e-02
## [617,] -7.217314e-02 -1.957042e-02
## [618,]  4.270588e-02 -8.817031e-03
## [619,]  4.875895e-02  6.408524e-03
## [620,]  7.498275e-02  3.001924e-02
## [621,] -6.073807e-02  4.337438e-02
## [622,]  1.481198e-02  1.241294e-02
## [623,] -1.400734e-01 -2.048920e-02
## [624,]  1.687359e-01  2.556990e-02
## [625,] -1.174489e-01  6.018238e-02
## [626,]  2.404290e-02 -3.414611e-02
## [627,] -2.155778e-03  5.869339e-02
## [628,]  3.371965e-02 -1.027693e-02
## [629,] -4.247892e-02  2.410559e-02
## [630,] -1.328456e-01  5.463289e-02
## [631,]  2.990416e-02  5.612464e-04
## [632,]  9.294526e-04  1.408066e-02
## [633,] -2.624758e-02 -6.448784e-03
## [634,] -2.410376e-02  2.825412e-03
## [635,]  9.303692e-02  5.341141e-02
## [636,]  5.619001e-03 -7.878558e-03
## [637,]  2.755945e-02 -1.475834e-02
## [638,] -7.068700e-02  4.722381e-02
## [639,]  5.352988e-02 -2.792220e-03
## [640,] -2.666929e-01  7.447605e-02
## [641,]  2.758855e-02  3.066526e-02
## [642,]  4.816710e-02  1.487069e-05
## [643,]  4.632771e-02 -8.071717e-03
## [644,]  6.012479e-02 -1.463419e-02
## [645,]  5.239149e-03 -1.087423e-02
## [646,]  4.991991e-02 -1.129657e-02
## [647,]  6.884384e-02 -1.148484e-02
## [648,]  3.976225e-02 -1.016928e-02
## [649,]  3.482246e-02 -1.584233e-02
## [650,]  1.988375e-02 -1.722653e-02
## [651,] -3.445125e-02 -1.266853e-02
## [652,] -1.677125e-02  2.098371e-02
## [653,]  8.148064e-02 -2.067061e-02
## [654,]  7.061301e-02 -9.154577e-03
## [655,] -2.008535e-02 -3.968448e-02
## [656,]  5.185950e-03 -2.665835e-02
## [657,]  7.500320e-02 -2.609111e-02
## [658,]  7.998255e-03  4.940316e-02
## [659,]  2.292599e-02 -1.087588e-02
## [660,]  4.471926e-03  2.010275e-02
## [661,] -4.509378e-02 -1.334065e-02
## [662,] -6.282001e-02  5.751341e-02
## [663,] -4.858267e-02 -1.855765e-02
## [664,]  1.179557e-02  1.048699e-02
## [665,] -3.758921e-03  3.219442e-02
## [666,] -1.072320e-02  5.240942e-03
## [667,] -4.354711e-02 -3.808630e-03
## [668,] -2.410760e-02  1.684833e-02
## [669,] -9.637996e-02  4.298328e-02
## [670,] -2.494225e-02  4.364840e-02
## [671,]  5.094491e-02  1.989380e-02
## [672,] -8.495232e-02  2.326046e-02
## [673,]  2.051434e-02  2.724426e-02
## [674,]  6.793193e-03  1.702999e-02
## [675,]  8.746049e-02 -1.293915e-02
## [676,]  3.224742e-03  3.181698e-02
## [677,] -4.223381e-03 -2.524651e-02
## [678,]  5.359216e-02 -2.777378e-02
## [679,] -9.816283e-02 -2.771096e-02
## [680,] -1.416893e-02  3.251639e-02
## [681,]  7.734615e-03 -1.396781e-02
## [682,]  7.623973e-02  1.987114e-02
## [683,]  2.030285e-01  3.393358e-02
## [684,] -1.060053e-01 -5.007848e-03
## [685,] -9.510366e-03 -1.366189e-02
## [686,]  3.240407e-02 -1.179580e-02
## [687,] -1.514867e-01  5.429185e-02
## [688,]  6.084200e-02  5.999077e-02
## [689,] -3.010672e-02  2.445219e-02
## [690,]  3.231466e-02 -1.154122e-03
## [691,]  8.962569e-02 -1.722310e-02
## [692,]  1.732602e-01 -4.014154e-02
## [693,] -1.306615e-01 -6.048150e-02
## [694,] -1.176494e-01  1.950215e-02
## [695,] -4.843576e-01 -2.164949e-01
## [696,]  5.996625e-02 -4.794850e-04
## [697,]  4.812436e-02 -1.300085e-02
## [698,]  6.666206e-02 -9.581435e-03
## [699,]  6.991047e-02 -1.987072e-02
## [700,]  5.485913e-02  5.266593e-02
## [701,] -3.032693e-02 -3.695094e-02
## [702,]  3.498227e-02 -2.504997e-02
## [703,]  2.279350e-02  2.003973e-03
## [704,]  6.181128e-02  2.229951e-02
## [705,]  1.286395e-01  2.219352e-02
## [706,]  2.948014e-02 -2.489849e-04
## [707,] -6.956263e-02  2.708259e-02
## [708,] -2.565878e-02  2.547830e-02
## [709,] -1.357372e-01  2.104259e-02
## [710,]  6.251822e-03  1.219508e-02
## [711,]  5.638677e-02 -1.278478e-03
## [712,] -8.109439e-02 -2.101472e-02
## [713,] -1.447281e-02  3.295913e-02
## [714,] -7.918340e-03  3.731028e-03
## [715,]  2.961471e-02  3.218527e-02
## [716,]  4.851881e-02 -2.101273e-02
## [717,]  1.855164e-02  7.357705e-02
## [718,]  3.506091e-03 -2.633325e-02
## [719,] -1.029876e-02 -2.045520e-02
## [720,]  3.463828e-03  2.325464e-02
## [721,] -2.239202e-02  1.841373e-03
## [722,]  3.474537e-02 -1.377700e-03
## [723,] -2.812682e-01  1.263966e-01
## [724,]  8.672381e-03 -8.097791e-03
## [725,] -2.064402e-03 -1.150854e-02
## [726,]  2.671491e-03 -2.547620e-03
## [727,]  3.954864e-02  7.630152e-03
## [728,]  8.032101e-02  1.274553e-02
## [729,] -2.507775e-02 -1.263229e-02
## [730,] -4.986430e-02  1.638712e-02
## [731,]  9.170066e-02 -1.435608e-02
## [732,]  3.274770e-02 -1.474583e-02
## [733,]  3.659066e-02  2.950001e-02
## [734,]  5.960393e-02 -8.681779e-03
## [735,]  1.095692e-01 -2.797532e-02
## [736,] -5.729967e-02 -4.294296e-02
## [737,] -4.313882e-02  3.562946e-02
## [738,] -7.259551e-02  1.314800e-02
## [739,] -7.153550e-02  1.056068e-02
## [740,] -2.441065e-02  1.695104e-02
## [741,]  5.771217e-02  6.179133e-02
## [742,]  2.446463e-01  3.779478e-02
## [743,]  4.714057e-02 -9.196170e-03
## [744,] -1.088493e-01  5.153497e-02
## [745,] -4.440084e-02  1.186197e-02
## [746,]  4.449615e-03  8.312817e-03
## [747,] -4.243526e-03  7.744641e-02
## [748,]  4.075126e-02  3.695564e-02
## [749,] -1.984158e-01  3.535986e-02
## [750,]  3.713606e-02  5.711827e-03
## [751,]  3.549151e-02 -6.570437e-03
## [752,] -1.289296e-01  1.130515e-02
## [753,] -1.137352e-01  2.025914e-02
## [754,]  4.124285e-02 -9.229765e-03
## [755,]  3.937588e-02  7.045272e-02
## [756,]  1.159499e-02  3.115347e-02
## [757,] -8.685208e-02  1.099086e-03
## [758,]  3.896112e-02  2.373827e-02
## [759,]  3.237689e-02  2.087389e-02
## [760,]  6.015344e-02 -1.305020e-02
## [761,] -4.397980e-02 -2.403448e-02
## [762,] -1.011934e-01  5.165338e-02
## [763,]  1.323873e-01 -1.885033e-02
## [764,]  6.430961e-02 -1.454949e-02
## [765,] -2.607682e-02 -5.347390e-03
## [766,]  1.005367e-01  3.695742e-03
## [767,] -4.470137e-02  5.852703e-03
## [768,]  1.375652e-01  3.253028e-03
## [769,]  1.190861e-01  2.671322e-02
## [770,] -8.978986e-03 -5.641175e-02
## [771,]  1.816010e-02  4.220082e-03
## [772,] -6.258494e-02 -2.570815e-02
## [773,] -5.396986e-02  4.906075e-02
## [774,]  4.787318e-02 -2.552286e-02
## [775,]  3.568032e-03  5.323513e-02
## [776,] -3.346345e-02 -2.265286e-04
## [777,] -7.656568e-02  1.979777e-02
## [778,] -6.438316e-02 -1.571558e-02
## [779,]  5.577156e-02 -1.554055e-02
## [780,]  1.393606e-01 -2.513502e-02
## [781,]  1.121318e-03  5.148801e-03
## [782,]  2.657844e-03  3.652092e-03
## [783,] -1.176236e-01  3.623990e-03
## [784,]  6.548454e-02  1.023698e-02
## [785,]  2.466069e-02 -1.680194e-04
## [786,] -4.338006e-02 -6.890602e-03
## [787,] -1.728036e-02 -5.061900e-02
## [788,] -2.690494e-02  3.952568e-02
## [789,]  1.990923e-02 -2.160192e-02
## [790,]  3.005213e-02 -1.675417e-02
## [791,]  4.471216e-02 -2.630589e-02
## [792,] -1.755383e-01  1.145642e-01
## [793,]  2.019965e-02 -2.317349e-03
## [794,]  1.063699e-01  1.171443e-04
## [795,]  6.311670e-02  1.955663e-03
## [796,] -6.543166e-02  6.311241e-02
## [797,] -3.426678e-02  8.252264e-03
## [798,]  1.051825e-01 -4.430520e-03
## [799,]  1.970071e-02 -1.172424e-02
## [800,]  6.737033e-02 -1.064610e-02
## [801,]  4.809930e-02  3.307476e-03
## [802,] -7.986163e-03 -2.635892e-02
## [803,]  1.576575e-01  2.726412e-02
## [804,] -1.020215e-02  1.941625e-02
## [805,] -9.651102e-02 -1.597795e-02
## [806,]  4.343756e-04  2.068337e-02
## [807,]  5.516082e-02 -1.824430e-03
## [808,]  9.961128e-02 -3.261488e-02
## [809,] -3.192755e-02  6.886220e-03
## [810,]  8.141159e-02  5.067961e-03
## [811,]  9.546383e-02  1.592364e-04
## [812,]  4.313579e-02 -3.455903e-03
## [813,] -1.084878e-01  3.304516e-02
## [814,] -1.143612e-01  1.716316e-01
## [815,]  6.268427e-02  1.935069e-02
## [816,]  2.142153e-02  4.034327e-03
## [817,] -7.815425e-03 -7.498974e-03
## [818,]  5.888460e-02 -2.853177e-02
## [819,]  7.791765e-02 -1.284189e-02
## [820,]  9.548269e-02  1.056180e-03
## [821,]  1.643055e-02 -2.587070e-02
## [822,] -1.172075e-02 -2.998828e-03
## [823,]  2.363327e-02 -2.803703e-02
## [824,]  7.330515e-02 -1.309454e-02
## [825,]  6.825894e-02 -2.062825e-02
## [826,] -5.904078e-04 -1.117751e-02
## [827,] -7.658369e-02 -1.425617e-02
## [828,] -1.748343e-01  4.921421e-02
## [829,]  5.239943e-02 -6.120585e-02
## [830,]  3.214591e-01  2.142661e-02
## [831,] -2.193051e-02  1.739138e-02
## [832,]  8.539076e-03  3.203065e-02
## [833,] -1.110390e-01  2.764215e-02
## [834,] -9.737641e-02  5.220848e-02
## [835,]  8.081687e-02  4.678849e-03
## [836,]  2.432271e-02 -5.781843e-02
## [837,] -1.502309e-01 -2.022393e-01
## [838,]  2.138322e-02  7.877078e-03
## [839,]  7.716765e-03 -2.833475e-03
## [840,]  7.058828e-03  1.924645e-02
## [841,] -7.142741e-02 -8.640672e-03
## [842,] -1.818801e-02  9.577890e-04
## [843,] -2.926262e-02  2.378444e-02
## [844,]  1.592793e-02 -5.067173e-03
## [845,] -2.710470e-02 -2.356837e-02
## [846,] -3.225483e-03  1.638789e-02
## [847,]  1.745269e-03 -4.190428e-03
## [848,] -8.141460e-02  5.694830e-03
## [849,]  7.986435e-02 -3.926912e-02
## [850,] -3.065271e-02  1.060868e-02
## [851,]  9.708760e-02  2.768035e-02
## [852,]  2.104223e-02 -9.266862e-03
## [853,]  9.859005e-02 -3.636528e-02
## [854,]  1.130766e-01 -7.271989e-03
## [855,]  4.331771e-02  2.479874e-02
## [856,] -1.791880e-01  9.367800e-02
## [857,] -4.442323e-02 -5.894733e-02
## [858,]  1.294861e-01 -5.699101e-02
## [859,] -1.474213e-02  3.149948e-02
## [860,]  1.568753e-02 -6.980523e-03
## [861,]  3.103008e-02 -1.729265e-02
## [862,]  8.508605e-03  4.034058e-03
## [863,]  2.522413e-02 -2.164638e-02
## [864,]  1.746801e-02  2.576587e-02
## [865,]  3.165699e-02  3.640472e-03
## [866,] -4.199588e-02 -3.020097e-02
## [867,] -5.273291e-02 -2.552254e-02
## [868,]  1.420537e-02 -7.545456e-03
## [869,] -1.403383e-02  5.486998e-03
## [870,]  6.502456e-03  1.130588e-02
## [871,]  8.276756e-02  2.533451e-03
## [872,]  9.373760e-02 -2.035020e-02
## [873,]  1.384891e-02 -1.382062e-02
## [874,] -1.933270e-02  1.153394e-03
## [875,]  6.706319e-02 -2.076472e-02
## [876,]  1.165551e-01  3.031213e-03
## [877,] -1.383578e-02  3.443462e-02
## [878,]  1.837433e-03 -1.038645e-02
## [879,] -4.603564e-03 -4.338734e-03
## [880,] -2.711265e-02  4.648929e-02
## [881,] -5.262523e-01  1.512606e-01
## [882,]  6.375175e-02  1.255651e-02
## [883,]  3.184801e-02  4.546997e-03
## [884,]  5.497698e-03 -2.479876e-02
## [885,]  5.143369e-02 -9.273714e-03
## [886,]  1.272476e-02 -1.716001e-02
## [887,]  1.060460e-02 -1.108031e-02
## [888,]  3.087513e-02  2.089146e-02
## [889,] -3.524373e-03 -5.282750e-04
## [890,]  1.268563e-01 -1.305119e-02
## [891,] -1.732168e-02 -3.020221e-02
## [892,]  9.085359e-02 -3.683444e-02
## [893,]  1.111904e-01  8.259220e-03
## [894,]  2.988492e-02 -7.981250e-03
## [895,] -1.337580e-03  2.720058e-02
## [896,]  7.115515e-02 -2.814073e-02
## [897,]  8.602402e-03  2.173864e-02
## [898,] -1.359210e-01  2.011615e-02
## [899,]  2.162210e-02  9.266122e-03
## [900,]  7.395351e-02  5.041511e-02
plot(raisin_data_pca$x,xlim=xlim,ylim=xlim)

raisin_data_pca$rotation[,1]
##            Area MajorAxisLength MinorAxisLength    Eccentricity      ConvexArea 
##      0.44828422      0.44323980      0.38938118      0.20297098      0.45093833 
##          Extent       Perimeter 
##     -0.05636836      0.45082374
raisin_data_pca$rotation
##                         PC1         PC2          PC3        PC4         PC5
## Area             0.44828422 -0.11609991  0.005483783 -0.1111391 -0.61104765
## MajorAxisLength  0.44323980  0.13658724 -0.100547975  0.4952046  0.08757032
## MinorAxisLength  0.38938118 -0.37492246  0.236043538 -0.6558767  0.38457775
## Eccentricity     0.20297098  0.61082321 -0.628522057 -0.4262986  0.07510412
## ConvexArea       0.45093833 -0.08761633  0.036672403  0.0558117 -0.39241075
## Extent          -0.05636836 -0.66734439 -0.731980930  0.1090526  0.05685884
## Perimeter        0.45082374  0.03417227  0.044300766  0.3398651  0.55515080
##                         PC6         PC7
## Area             0.09983439  0.62436686
## MajorAxisLength  0.68557712 -0.22772863
## MinorAxisLength  0.23903320 -0.12995283
## Eccentricity    -0.05356014 -0.02044403
## ConvexArea      -0.47120104 -0.63914127
## Extent          -0.02345199  0.00161639
## Perimeter       -0.48726906  0.36399975
#get the original value of the data based on PCA
center <- raisin_data_pca$center
scale <- raisin_data_pca$scale
new_raisin <- as.matrix(raisin_data[,1:7])
new_raisin
##          Area MajorAxisLength MinorAxisLength Eccentricity ConvexArea    Extent
##   [1,]  87524        442.2460        253.2912    0.8197384      90546 0.7586506
##   [2,]  75166        406.6907        243.0324    0.8018052      78789 0.6841296
##   [3,]  90856        442.2670        266.3283    0.7983536      93717 0.6376128
##   [4,]  45928        286.5406        208.7600    0.6849892      47336 0.6995994
##   [5,]  79408        352.1908        290.8275    0.5640113      81463 0.7927719
##   [6,]  49242        318.1254        200.1221    0.7773513      51368 0.6584564
##   [7,]  42492        310.1461        176.1314    0.8230987      43904 0.6658936
##   [8,]  60952        332.4555        235.4298    0.7060575      62329 0.7435982
##   [9,]  42256        323.1896        172.5759    0.8454988      44743 0.6980309
##  [10,]  64380        366.9648        227.7716    0.7840556      66125 0.6643757
##  [11,]  80437        449.4546        232.3255    0.8560425      84460 0.6742358
##  [12,]  43725        301.3222        186.9506    0.7842585      45021 0.6970682
##  [13,]  43441        276.6108        201.8131    0.6838823      45133 0.6908556
##  [14,]  76792        338.8575        291.3592    0.5105838      78842 0.7723222
##  [15,]  74167        387.7989        247.8581    0.7690897      76807 0.6801816
##  [16,]  33565        261.5543        167.7085    0.7673743      35794 0.6815505
##  [17,]  64670        403.0840        206.4846    0.8588292      66419 0.7567726
##  [18,]  64762        354.2939        235.7525    0.7464737      66713 0.6949980
##  [19,]  43295        304.2845        182.8110    0.7994070      44714 0.7138382
##  [20,]  70699        418.6986        216.5961    0.8557994      72363 0.7280751
##  [21,]  69726        354.1769        252.5292    0.7011610      71849 0.7343985
##  [22,]  57346        330.4784        222.4437    0.7395550      59365 0.7236088
##  [23,]  82028        397.1150        268.3338    0.7371694      84427 0.6863751
##  [24,]  61251        301.5078        273.6599    0.4197537      64732 0.6435957
##  [25,]  96277        447.1345        275.2162    0.7881284      97865 0.7040572
##  [26,]  75620        368.2243        263.4593    0.6986273      77493 0.7262774
##  [27,]  73167        340.0552        276.0152    0.5841058      74545 0.7787369
##  [28,]  60847        336.9239        231.4657    0.7266602      62492 0.6985878
##  [29,]  81021        347.7501        297.6406    0.5171349      82552 0.7575596
##  [30,]  59902        358.5919        222.9020    0.7833320      63250 0.7441242
##  [31,]  88745        429.7704        265.6902    0.7860095      90715 0.7520635
##  [32,]  41809        307.5327        175.0856    0.8221137      43838 0.6974444
##  [33,]  75329        364.2308        265.8669    0.6835105      77541 0.7230797
##  [34,]  61600        350.1828        225.8428    0.7642431      63397 0.7468296
##  [35,]  46427        253.8420        235.9068    0.3692125      48275 0.6842191
##  [36,]  40861        249.7402        213.5733    0.5183283      43096 0.7430894
##  [37,]  55827        305.2988        234.6612    0.6396961      57724 0.7032880
##  [38,]  54182        366.0667        192.0133    0.8513914      56450 0.6114177
##  [39,]  77468        405.9366        245.9898    0.7954792      79220 0.7215454
##  [40,]  49882        287.2643        222.1859    0.6338519      50880 0.7663778
##  [41,]  95245        397.0941        307.2739    0.6334223      97988 0.7530440
##  [42,]  71464        364.1031        253.7969    0.7170255      73265 0.7154843
##  [43,]  77055        375.2501        262.8124    0.7137839      79255 0.7322671
##  [44,]  92384        368.4062        320.7146    0.4920869      93772 0.7490068
##  [45,]  77310        436.5299        228.2804    0.8523675      80138 0.6317209
##  [46,]  57580        330.2284        232.0554    0.7114746      60232 0.6451035
##  [47,]  69708        375.4473        239.1328    0.7709235      71321 0.7271779
##  [48,]  41502        260.5127        205.8650    0.6128099      43114 0.8243192
##  [49,]  45800        330.0087        181.6659    0.8348430      47802 0.7326828
##  [50,]  52623        311.9968        218.0411    0.7152614      54175 0.6751905
##  [51,]  44939        317.6167        183.3152    0.8166321      46400 0.6561779
##  [52,] 114648        508.1289        288.9540    0.8225708     118314 0.6819050
##  [53,]  65727        403.1943        210.0733    0.8535430      67372 0.6169811
##  [54,]  45683        333.2625        177.7721    0.8458445      48787 0.6342307
##  [55,] 111450        478.3110        298.6306    0.7811495     113256 0.6900929
##  [56,]  47581        306.8119        203.0975    0.7495383      49203 0.6677754
##  [57,]  57127        311.6446        238.6419    0.6431380      59943 0.6936255
##  [58,]  53006        333.3814        206.8807    0.7841647      55456 0.6916954
##  [59,]  69060        328.4889        275.8889    0.5427832      72223 0.7270239
##  [60,]  25387        225.6295        144.6187    0.7675774      26139 0.6781440
##  [61,]  66774        348.5580        246.4763    0.7070823      69097 0.6924465
##  [62,]  47839        312.6013        198.7513    0.7718555      50166 0.7027706
##  [63,]  78571        443.8223        228.7576    0.8569340      81718 0.6421928
##  [64,]  64717        342.5767        245.7320    0.6967592      66649 0.6625410
##  [65,]  60462        373.3428        208.1086    0.8302309      62213 0.6656831
##  [66,]  59370        345.9492        221.9220    0.7671338      61464 0.6974859
##  [67,]  54056        332.2676        208.6190    0.7783228      55539 0.6745533
##  [68,]  89235        443.5159        258.9467    0.8118616      91201 0.6551906
##  [69,]  51727        321.1271        208.7668    0.7598433      52913 0.7518896
##  [70,]  71595        387.3097        236.7512    0.7914214      74045 0.7185367
##  [71,]  95347        451.5262        280.2262    0.7841115      99256 0.6749561
##  [72,]  60449        383.8002        208.1688    0.8401279      64346 0.6763449
##  [73,]  69006        379.3178        241.8503    0.7703736      72895 0.6974530
##  [74,]  68520        373.2356        237.0415    0.7724309      70759 0.7128589
##  [75,]  52731        309.9773        219.7254    0.7053659      54438 0.6958800
##  [76,]  50570        311.3448        208.3179    0.7431808      51743 0.7208633
##  [77,]  75825        391.2043        248.5003    0.7723323      77437 0.7453700
##  [78,]  42637        293.4296        189.4322    0.7636930      44052 0.7251190
##  [79,]  76984        425.0482        233.9734    0.8348593      78641 0.7587546
##  [80,]  47851        323.1525        191.6110    0.8052446      49187 0.7732370
##  [81,]  51220        328.6476        202.5089    0.7875987      52903 0.6924710
##  [82,]  53890        331.0863        216.5795    0.7563666      57109 0.7044444
##  [83,]  58650        346.3390        219.6844    0.7730833      62380 0.6602871
##  [84,]  98935        387.5169        326.8987    0.5370149     100747 0.7404206
##  [85,]  77587        396.8076        251.9449    0.7725699      79970 0.7038646
##  [86,] 180898        843.9567        323.1906    0.9237704     221396 0.4541889
##  [87,]  71266        390.7072        235.6868    0.7975663      73002 0.6606289
##  [88,]  39457        267.5569        188.7652    0.7086960      40472 0.6975762
##  [89,]  35237        267.5538        173.5251    0.7611622      37418 0.7068322
##  [90,]  49059        301.8004        210.4672    0.7167091      50835 0.6986073
##  [91,]  53896        319.0720        217.6957    0.7310932      55392 0.7459447
##  [92,]  56469        325.3414        225.1150    0.7219601      58697 0.6857361
##  [93,]  85156        422.2791        260.2106    0.7875856      87057 0.7025609
##  [94,]  67044        361.2554        238.2264    0.7517567      68626 0.7569435
##  [95,]  52243        331.4511        206.7596    0.7815831      55774 0.7144342
##  [96,]  38968        269.4020        185.7276    0.7243745      40147 0.7375833
##  [97,]  79661        360.0734        282.7390    0.6192093      81032 0.7791569
##  [98,]  59282        329.2426        233.7746    0.7041636      60580 0.7259257
##  [99,]  48177        305.7845        202.4662    0.7493974      49877 0.6776426
## [100,]  74904        342.8963        280.1156    0.5767646      75898 0.7317416
## [101,]  81581        424.2783        245.5075    0.8155779      83143 0.7623823
## [102,]  57820        376.1912        199.7971    0.8473059      59968 0.7147802
## [103,]  57808        309.9717        241.3665    0.6274302      58954 0.7103465
## [104,]  55306        353.1546        204.1268    0.8160298      57396 0.7439902
## [105,]  59459        347.1552        222.1095    0.7685424      61585 0.7096193
## [106,]  44247        319.7903        178.6479    0.8294096      45872 0.6776372
## [107,]  48945        269.3704        239.1622    0.4601212      51456 0.7112445
## [108,]  68864        343.6762        261.9884    0.6472099      71726 0.6983470
## [109,]  82826        396.7059        269.7629    0.7332055      84981 0.7454347
## [110,]  65396        331.5384        253.2430    0.6454034      66783 0.7648297
## [111,]  81572        393.7162        265.8146    0.7376871      84964 0.6982708
## [112,]  44367        322.5040        176.7090    0.8365255      46531 0.7329996
## [113,]  51448        328.2896        202.1604    0.7879033      52772 0.7048057
## [114,]  50545        286.8713        227.1597    0.6107127      51771 0.8354545
## [115,]  94063        448.1211        276.6078    0.7867582      99085 0.7092938
## [116,]  84129        413.0346        261.6431    0.7737710      86242 0.7138348
## [117,]  79735        410.9979        250.2208    0.7933139      83306 0.7490441
## [118,]  90176        390.2073        294.7622    0.6552651      91793 0.7625490
## [119,]  61492        356.4260        224.1631    0.7774708      65298 0.6908437
## [120,]  79532        367.5260        277.2242    0.6565321      81603 0.7351142
## [121,]  69302        354.9637        254.4528    0.6972359      71843 0.7011534
## [122,]  52266        320.4426        213.8575    0.7447158      54116 0.6842891
## [123,]  51180        288.6311        226.6305    0.6192538      52396 0.7374427
## [124,]  55787        333.7035        226.9512    0.7331208      59520 0.6885924
## [125,]  96064        411.2071        303.2325    0.6754341      99609 0.7313311
## [126,]  54316        351.8053        198.4175    0.8257760      55960 0.6558953
## [127,]  70941        326.0112        278.1027    0.5218350      72330 0.7601093
## [128,]  55770        293.5807        243.4806    0.5587319      57633 0.7401656
## [129,]  47478        299.8186        205.2961    0.7287927      48900 0.7209147
## [130,]  88197        473.2867        238.7385    0.8634545      90297 0.6584568
## [131,]  74728        355.3105        270.7409    0.6475960      76287 0.7666769
## [132,]  70788        362.6508        249.4037    0.7259720      71954 0.7461579
## [133,]  48894        318.0989        197.4955    0.7839199      50468 0.6638156
## [134,]  52051        313.7033        213.6317    0.7322840      53550 0.6950513
## [135,]  53270        336.1489        204.3071    0.7940998      55288 0.6936921
## [136,]  57227        354.4311        207.5950    0.8105183      59307 0.6499818
## [137,]  97026        455.9716        273.0538    0.8008690      99561 0.6712047
## [138,]  58495        368.7395        205.7579    0.8298387      61496 0.6301032
## [139,]  53758        359.5316        193.4009    0.8429930      57197 0.7102954
## [140,] 110616        461.1446        306.8991    0.7463836     112150 0.7523977
## [141,]  49175        281.4314        224.4859    0.6031106      50672 0.7276130
## [142,]  53698        348.2232        197.7529    0.8231037      56089 0.7313413
## [143,]  73125        408.9408        231.2190    0.8248103      75540 0.6565126
## [144,]  50445        308.3589        208.8552    0.7356957      51555 0.7232258
## [145,]  46742        303.5552        199.4459    0.7538614      48077 0.7052628
## [146,]  69317        393.3990        228.7229    0.8136166      72170 0.6616743
## [147,]  75314        392.6516        246.0757    0.7792587      77118 0.7047122
## [148,]  54428        339.1147        206.6458    0.7928872      56175 0.7233918
## [149,]  39509        286.2316        180.4374    0.7762790      41446 0.7229725
## [150,]  66568        342.2504        249.5505    0.6843581      68078 0.7599174
## [151,]  45264        290.5884        203.3191    0.7144554      48142 0.6569140
## [152,]  57980        336.3129        222.6098    0.7495810      59311 0.7772952
## [153,]  75114        368.7301        262.4745    0.7023482      77454 0.7409154
## [154,]  78991        362.6409        279.0908    0.6385182      80355 0.7088972
## [155,]  76253        364.2256        269.5168    0.6726375      78443 0.7242876
## [156,]  83229        423.8444        253.8091    0.8008791      86345 0.6534940
## [157,]  45962        251.1334        235.3681    0.3487296      47173 0.7422804
## [158,]  57766        344.7374        215.1098    0.7814391      59834 0.7375827
## [159,]  39669        252.7482        202.2644    0.5996527      41860 0.6630397
## [160,]  41050        316.8416        167.3283    0.8491738      42965 0.6411858
## [161,]  47771        311.5250        197.0908    0.7744259      49237 0.6834094
## [162,]  53389        301.8459        228.5167    0.6533406      55158 0.7157470
## [163,]  73319        392.3627        239.1885    0.7927009      75653 0.7095685
## [164,]  91831        463.3579        257.9511    0.8307139      95560 0.7103704
## [165,]  71452        397.9614        239.7988    0.7980676      73864 0.7518335
## [166,]  59970        353.0016        219.6829    0.7827562      61834 0.7558227
## [167,]  51683        325.2399        208.9148    0.7664192      54510 0.7284426
## [168,]  41283        268.1254        199.6354    0.6675556      42505 0.7323836
## [169,]  92735        436.9856        271.5788    0.7834282      94693 0.7041222
## [170,]  44627        297.2593        194.7603    0.7554672      46921 0.6751846
## [171,]  84260        411.3974        262.9741    0.7690226      85978 0.6867827
## [172,]  59076        350.4872        216.6793    0.7860026      61643 0.6454983
## [173,]  58741        345.4854        222.3818    0.7652953      60701 0.7148194
## [174,]  68627        411.8885        216.8940    0.8501230      70932 0.7382423
## [175,]  51941        349.2262        191.8173    0.8356489      53893 0.7089954
## [176,]  77161        394.2784        253.2114    0.7665248      82746 0.6719000
## [177,]  85105        382.2900        288.7584    0.6553347      88056 0.7769450
## [178,]  52508        297.6969        226.2519    0.6499140      53588 0.7561636
## [179,]  39941        251.8477        208.4681    0.5610901      41594 0.7075716
## [180,]  48693        306.5739        204.2806    0.7456534      50298 0.7401277
## [181,]  87858        441.2241        255.6622    0.8150160      90905 0.7087266
## [182,]  67718        373.9241        233.2332    0.7816281      71102 0.7369945
## [183,]  63968        333.0124        247.8885    0.6677537      65403 0.7569998
## [184,]  43461        333.7059        169.3095    0.8617333      45669 0.6779341
## [185,]  81546        381.3487        273.8101    0.6960383      82807 0.7117197
## [186,]  43563        296.5222        188.1957    0.7727778      45174 0.6962839
## [187,]  36145        280.7577        166.5936    0.8049288      37401 0.8122654
## [188,]  57741        316.4840        234.2836    0.6723097      58976 0.7127111
## [189,]  69024        372.8220        237.6598    0.7704819      70649 0.7210430
## [190,]  78982        421.1618        241.6404    0.8190325      81442 0.7534365
## [191,]  78240        401.9301        249.8314    0.7833513      79677 0.7579926
## [192,]  87036        384.9699        289.4539    0.6592919      88336 0.7278962
## [193,]  37569        232.4278        208.1520    0.4449501      38874 0.7943714
## [194,]  79748        441.9343        231.7175    0.8515178      81718 0.7384484
## [195,]  44156        307.7070        186.0924    0.7963990      45285 0.6336060
## [196,]  87302        392.9101        284.1791    0.6905681      89605 0.7382458
## [197,]  69312        373.8031        237.1946    0.7728866      70719 0.7061556
## [198,]  86545        350.1279        315.7195    0.4323073      87512 0.7858868
## [199,]  59729        337.0435        231.8092    0.7259263      62511 0.6837111
## [200,]  59822        336.5841        227.9495    0.7357585      60648 0.7002868
## [201,]  63452        334.8460        243.2365    0.6872584      64925 0.7353173
## [202,]  61996        333.7476        243.5402    0.6837528      63641 0.6731379
## [203,]  74763        391.2272        245.5420    0.7785198      77508 0.6861131
## [204,]  73193        401.0723        235.8290    0.8088637      75563 0.7401157
## [205,]  66508        344.9045        249.0898    0.6916851      69240 0.7030147
## [206,]  74849        379.9250        252.6171    0.7469207      76154 0.7353927
## [207,]  38585        274.4451        180.9576    0.7518291      39926 0.6965933
## [208,]  61377        339.7335        234.0242    0.7249072      64027 0.7056125
## [209,]  39547        259.4226        198.4655    0.6439972      40765 0.7333840
## [210,]  49998        301.7807        212.3269    0.7106158      50857 0.7792949
## [211,]  49063        294.7483        217.9131    0.6733550      50732 0.6588114
## [212,]  46961        343.7885        177.1368    0.8570404      48476 0.6146326
## [213,]  57271        372.6991        196.9761    0.8489255      58786 0.7691512
## [214,]  58909        347.3439        218.1228    0.7782347      60379 0.7042572
## [215,]  51336        321.8844        206.1461    0.7680122      53944 0.7426009
## [216,]  62422        324.5570        247.7079    0.6461405      64021 0.7160621
## [217,]  48447        331.0510        189.9172    0.8190798      49996 0.6256150
## [218,]  64364        376.6625        221.6551    0.8085180      67510 0.6547445
## [219,]  72915        414.7181        229.5558    0.8328342      76912 0.6797714
## [220,]  49414        290.4582        219.4182    0.6552398      51029 0.7110337
## [221,]  45723        291.1973        203.0202    0.7168851      48658 0.6488293
## [222,]  64988        371.3536        226.9099    0.7916038      67847 0.6701175
## [223,]  56709        293.4085        247.7166    0.5359148      58143 0.7782856
## [224,]  93559        438.6344        275.5830    0.7779914      95750 0.6870699
## [225,]  81916        398.3266        265.4181    0.7456543      85615 0.6630727
## [226,]  79274        406.9762        255.2178    0.7789328      81976 0.7083855
## [227,]  88724        446.4305        260.3788    0.8122956      92630 0.6565291
## [228,]  65469        374.4662        227.5390    0.7942160      68018 0.7144385
## [229,]  75799        340.9827        289.1505    0.5300097      79230 0.7411003
## [230,]  76741        383.9822        258.1340    0.7403195      79198 0.7452030
## [231,]  54219        344.2908        204.4967    0.8044909      56526 0.6884952
## [232,]  52693        283.5042        242.1140    0.5202653      54860 0.7377492
## [233,]  84539        441.5289        248.3743    0.8267752      87728 0.6875773
## [234,]  34559        264.5152        168.9831    0.7693390      36516 0.6641874
## [235,]  49715        302.3474        213.3645    0.7085175      52250 0.6501072
## [236,]  39716        243.0383        210.1141    0.5025800      40598 0.7794328
## [237,]  46845        264.9673        225.8425    0.5229862      47739 0.7590906
## [238,]  52547        358.3657        189.2067    0.8492623      54649 0.7034028
## [239,]  41593        310.6749        178.3233    0.8188646      44753 0.5726697
## [240,]  44460        294.6241        197.5566    0.7418755      47486 0.6474254
## [241,]  51145        317.3482        211.0256    0.7468742      53531 0.7100514
## [242,]  43345        323.8592        175.1857    0.8410665      46785 0.6492758
## [243,]  53987        331.3507        213.1674    0.7655899      56076 0.6732218
## [244,]  59514        368.6379        209.1269    0.8235138      61469 0.7551580
## [245,]  85739        380.3704        288.2562    0.6524518      87052 0.7621515
## [246,]  56096        313.3863        232.2824    0.6712825      58701 0.7117698
## [247,]  46120        300.0972        201.2063    0.7419361      49996 0.6289720
## [248,]  57676        333.9700        222.2745    0.7463514      58991 0.6886687
## [249,]  62064        352.3687        227.8641    0.7627750      64811 0.6505660
## [250,]  50274        305.3973        212.2734    0.7189390      52016 0.6875077
## [251,]  77225        362.1373        277.0098    0.6441130      80872 0.7324835
## [252,]  45598        259.8963        225.6562    0.4961183      47266 0.7412863
## [253,]  38545        283.9875        175.4205    0.7864099      39765 0.7604364
## [254,]  39439        246.7636        212.6354    0.5074237      42795 0.6468273
## [255,]  74109        416.7127        230.5595    0.8329942      78032 0.7064594
## [256,]  41755        296.7884        184.1914    0.7841153      43362 0.6913308
## [257,]  61463        369.3997        213.6196    0.8158323      63117 0.7867768
## [258,]  43743        300.9063        185.8512    0.7864624      44836 0.6700827
## [259,]  73499        346.0511        275.5139    0.6050790      76355 0.7312460
## [260,]  40403        289.2593        179.2234    0.7849223      41209 0.7222043
## [261,]  62343        348.2888        232.8200    0.7437406      63897 0.7056207
## [262,]  46008        296.8793        212.0277    0.6999536      48762 0.6952790
## [263,]  43495        271.6467        205.1641    0.6554244      44535 0.7540219
## [264,]  50649        327.1110        199.5409    0.7923939      52462 0.7662945
## [265,]  61235        349.0264        226.8031    0.7600912      63504 0.7187207
## [266,]  78883        395.1001        256.9650    0.7596095      80973 0.6784467
## [267,]  58734        367.4839        205.0211    0.8299049      59845 0.7574769
## [268,]  68253        388.4547        224.7317    0.8156630      70347 0.7461301
## [269,]  62401        394.3975        203.1387    0.8571537      64722 0.7400849
## [270,]  73046        397.3382        234.8282    0.8066690      74242 0.6906509
## [271,]  54968        300.9544        234.3896    0.6272465      56851 0.7513395
## [272,]  84057        452.7757        245.2200    0.8406411      86710 0.6220178
## [273,]  90178        466.2494        250.1043    0.8439528      92321 0.7520035
## [274,]  67883        383.1890        233.3567    0.7931811      70360 0.6978104
## [275,]  43901        304.1003        191.2983    0.7773543      46443 0.6487417
## [276,]  33662        227.2938        191.1090    0.5413430      34787 0.7929987
## [277,]  77043        388.6927        257.5463    0.7489769      80094 0.7269305
## [278,]  64875        393.2147        212.9548    0.8406531      67701 0.7705235
## [279,]  42609        280.1490        200.2719    0.6992510      44944 0.6731280
## [280,]  79510        380.7192        267.0341    0.7127739      81779 0.7315974
## [281,]  58857        320.8119        235.3860    0.6794522      60597 0.6903642
## [282,]  67754        349.1971        251.6796    0.6932076      69536 0.6552611
## [283,]  54842        308.2324        227.2577    0.6755727      55879 0.7381952
## [284,]  78352        408.8097        245.4408    0.7997155      80474 0.6842730
## [285,]  72447        401.7420        231.5372    0.8172149      74481 0.7091037
## [286,]  58239        324.2951        230.9973    0.7018692      59977 0.7211903
## [287,]  93879        409.4869        292.9161    0.6987922      96072 0.7676689
## [288,]  68129        381.1755        230.0560    0.7973300      70141 0.6597045
## [289,]  74426        411.6968        231.7496    0.8265160      76449 0.6794537
## [290,]  60650        324.3616        242.2285    0.6650652      62580 0.7215428
## [291,] 136340        722.8539        311.3414    0.9024898     176818 0.5297740
## [292,]  65051        381.2140        218.2168    0.8199563      66476 0.6443564
## [293,]  72219        376.6505        249.5295    0.7490654      74373 0.7777945
## [294,]  81405        421.0949        248.0868    0.8080259      83634 0.7137283
## [295,]  70196        373.1976        243.8811    0.7569347      71937 0.6907899
## [296,]  69120        352.0114        250.8149    0.7016527      70274 0.7034399
## [297,]  56327        297.7657        241.9344    0.5829622      58178 0.7277390
## [298,]  54983        292.8989        248.4080    0.5298337      58095 0.7252737
## [299,] 105020        440.3896        306.1053    0.7189340     107423 0.7146162
## [300,]  36113        257.6419        181.1571    0.7110561      37442 0.6944808
## [301,]  87429        408.9260        273.8879    0.7425652      89063 0.7035746
## [302,]  57785        314.4310        236.1830    0.6601381      58867 0.7328658
## [303,]  69846        368.4507        243.9752    0.7493581      72585 0.6767236
## [304,]  81456        404.3164        258.8920    0.7681080      83499 0.7254720
## [305,]  61959        339.5850        234.6979    0.7227289      64424 0.7120415
## [306,]  61730        376.1886        210.6115    0.8285897      63756 0.6321880
## [307,]  62835        421.1693        191.1699    0.8910513      64406 0.7861450
## [308,]  52651        340.8170        204.4329    0.8001260      56217 0.6835040
## [309,]  67093        353.1099        243.0010    0.7255457      68383 0.7606916
## [310,]  45160        270.5554        220.1187    0.5814518      46805 0.6860719
## [311,]  58989        362.6681        209.5097    0.8162563      60916 0.7327826
## [312,]  44007        359.3755        161.7024    0.8930518      48490 0.6447440
## [313,]  65062        344.3098        242.6836    0.7093654      65825 0.7692180
## [314,]  38724        291.0011        170.7763    0.8096900      40133 0.7808832
## [315,]  63514        368.7863        221.2409    0.8000627      65057 0.6638446
## [316,]  46403        306.3041        196.6172    0.7667868      48631 0.6376316
## [317,]  55746        280.3131        254.6003    0.4183820      56989 0.7306543
## [318,]  38153        265.0402        184.8023    0.7168172      39564 0.6824979
## [319,]  66094        323.1877        261.0119    0.5897073      67032 0.7387198
## [320,]  57303        330.0250        221.9198    0.7401577      58973 0.7167624
## [321,]  61289        376.3752        208.7278    0.8321346      63997 0.6394796
## [322,]  55114        317.1723        222.7535    0.7118708      56849 0.7142542
## [323,]  45567        278.5022        216.7666    0.6278553      49075 0.7140708
## [324,]  72215        380.4148        244.0281    0.7671406      74175 0.7209244
## [325,]  65495        365.3190        230.5256    0.7757622      67299 0.6979433
## [326,]  34977        267.7377        170.8372    0.7699727      37747 0.6694803
## [327,]  76407        373.4424        264.4743    0.7060055      79086 0.7312514
## [328,]  66998        338.5866        257.3438    0.6498610      69844 0.7576045
## [329,]  57310        351.3965        209.8812    0.8020346      59225 0.6998327
## [330,]  79106        404.5732        252.0664    0.7821878      81999 0.7285168
## [331,]  56837        368.3727        198.7747    0.8419202      59040 0.6349651
## [332,]  53497        352.5028        194.9811    0.8330925      54875 0.6911757
## [333,]  58591        356.4633        212.1192    0.8036768      60664 0.7844137
## [334,]  60313        339.6035        227.7259    0.7418515      62130 0.7266802
## [335,]  72483        334.4176        282.6809    0.5343029      74945 0.7061798
## [336,]  52836        340.4048        204.3355    0.7997958      55143 0.8173886
## [337,]  68119        385.3917        230.7152    0.8010098      70719 0.6593012
## [338,]  83490        421.8829        254.3102    0.7978939      86319 0.7099490
## [339,]  74612        430.8652        229.2867    0.8466475      79297 0.6653469
## [340,]  44081        328.5871        173.3470    0.8495224      46287 0.6384664
## [341,]  39724        271.6657        189.4846    0.7165926      41587 0.7242825
## [342,]  89051        418.5556        274.9232    0.7540318      92636 0.7386753
## [343,]  57612        352.4414        210.0642    0.8029652      58810 0.6477188
## [344,]  65740        348.8812        245.9762    0.7091647      69233 0.7408159
## [345,]  69997        362.7414        247.0913    0.7321182      71994 0.7225422
## [346,]  75540        422.0985        237.6387    0.8264614      78465 0.7050851
## [347,]  46397        310.7244        192.9038    0.7839533      48183 0.6552786
## [348,]  61967        364.7840        218.5662    0.8006248      63724 0.6873004
## [349,]  87149        444.6108        253.2066    0.8219902      91704 0.7162205
## [350,]  67798        418.4081        207.8255    0.8679193      69356 0.6910266
## [351,]  49604        310.6056        204.6546    0.7522403      51007 0.7608092
## [352,]  88407        412.7569        275.2848    0.7451098      90865 0.7179623
## [353,]  46601        277.3533        216.2721    0.6260648      48457 0.7616534
## [354,]  53121        350.9684        195.8674    0.8297890      56120 0.7326630
## [355,]  80101        377.6166        272.6713    0.6918041      82949 0.7254868
## [356,]  69781        364.7445        248.7962    0.7312488      71504 0.6939378
## [357,]  58460        290.7536        258.3844    0.4585447      60254 0.7747561
## [358,]  61792        400.5028        197.7035    0.8696673      64962 0.7011619
## [359,]  78084        395.2098        254.3766    0.7653204      80285 0.7030035
## [360,]  63402        372.4843        224.0094    0.7989535      66639 0.6766344
## [361,]  48809        332.2649        190.3514    0.8196320      51847 0.6613417
## [362,]  49039        285.4021        220.8199    0.6335337      50879 0.7147709
## [363,]  64669        364.5828        228.8008    0.7785612      67524 0.6558456
## [364,] 103377        460.6704        287.9932    0.7804958     105569 0.7269678
## [365,]  73972        359.2727        263.3334    0.6802691      75353 0.7547393
## [366,]  47602        296.4930        206.2252    0.7184794      49089 0.7211878
## [367,]  69151        341.6461        258.3929    0.6542048      70703 0.7518456
## [368,]  56518        319.1919        230.7100    0.6910636      58879 0.7186471
## [369,]  86314        390.4130        282.2148    0.6909921      87873 0.7336631
## [370,]  56477        334.5881        219.1856    0.7555501      58408 0.6856668
## [371,]  32097        264.4164        157.9904    0.8018643      33699 0.6811179
## [372,]  71284        356.2592        256.4883    0.6940274      72618 0.7429751
## [373,]  87937        365.8370        307.9117    0.5400021      89581 0.7110100
## [374,] 100835        419.7534        306.9549    0.6820834     102881 0.7525786
## [375,]  66752        370.5036        231.5512    0.7806541      69039 0.7423900
## [376,]  65999        326.2987        264.4149    0.5859516      67971 0.6768642
## [377,]  70977        362.0636        256.3830    0.7060961      73417 0.6502226
## [378,]  38569        272.9372        181.8567    0.7456882      39909 0.7160308
## [379,]  53964        368.0741        189.8139    0.8567724      55662 0.6036782
## [380,]  79100        413.4964        246.4047    0.8030547      81839 0.6551484
## [381,]  83071        400.4657        265.9288    0.7476892      84531 0.7184581
## [382,]  31237        262.3471        155.0257    0.8067312      32564 0.6139106
## [383,]  26908        245.7558        143.7109    0.8111984      28607 0.6934873
## [384,]  66797        358.1989        240.7827    0.7403661      68732 0.6976625
## [385,]  76222        388.8074        250.6961    0.7643664      77958 0.7374420
## [386,]  46810        297.8914        201.5349    0.7364074      48300 0.7213079
## [387,]  65123        382.3577        218.8887    0.8199249      66825 0.7643365
## [388,]  65091        392.4933        216.8276    0.8335550      69597 0.6641939
## [389,]  68400        363.5065        249.5815    0.7270408      72981 0.7257448
## [390,]  64056        393.6168        209.6308    0.8463822      65958 0.7678734
## [391,]  49821        319.0821        202.2365    0.7734911      51829 0.6779751
## [392,]  80353        394.3402        264.5791    0.7415105      83419 0.6680218
## [393,]  51539        330.7475        200.9579    0.7942530      53060 0.7254110
## [394,]  63827        393.2517        209.1462    0.8468461      66445 0.6674091
## [395,]  89345        435.5509        262.0614    0.7987386      91337 0.7138463
## [396,]  31275        264.6872        156.3955    0.8067673      33540 0.6583933
## [397,]  75431        433.6712        222.9994    0.8576625      78125 0.7231842
## [398,]  72718        397.9029        235.5599    0.8059355      74803 0.7468674
## [399,]  82886        424.8227        253.1715    0.8030242      85879 0.6482813
## [400,]  67852        353.1243        247.3352    0.7137311      69587 0.7295130
## [401,]  49336        338.4815        193.0052    0.8214996      52619 0.6565528
## [402,]  39368        296.6559        171.2082    0.8166544      41361 0.6199685
## [403,]  51304        350.0426        189.7654    0.8403004      52949 0.6609977
## [404,]  91764        433.7682        270.2861    0.7821327      93480 0.6929246
## [405,]  79252        398.8446        254.1729    0.7706380      80799 0.7050074
## [406,]  50530        328.9180        198.2839    0.7978644      52600 0.6816955
## [407,]  66063        354.0975        238.5103    0.7391214      67503 0.7626761
## [408,]  73311        391.8675        239.6018    0.7912942      74825 0.6899664
## [409,]  82793        428.1169        249.3909    0.8128093      84950 0.7424582
## [410,] 104921        452.8630        297.0242    0.7548644     108211 0.7262979
## [411,]  59654        350.9000        219.4899    0.7802197      62384 0.7130528
## [412,]  76531        407.6686        241.3995    0.8058304      78857 0.7312275
## [413,]  57438        344.9802        215.4342    0.7810385      58924 0.6933942
## [414,]  55129        336.0217        210.4281    0.7796355      56855 0.7504015
## [415,]  37302        284.3301        170.5330    0.8001716      39280 0.7211739
## [416,]  58357        338.3210        220.4644    0.7585260      59383 0.7381729
## [417,]  33615        254.4722        171.0011    0.7405664      35376 0.7880486
## [418,]  47555        330.8993        186.2529    0.8265462      50165 0.6807088
## [419,]  71762        387.6741        236.8736    0.7916212      73593 0.7016779
## [420,]  84677        401.6681        269.6684    0.7411212      86777 0.7510288
## [421,]  86421        367.1703        300.7940    0.5734766      87929 0.7486227
## [422,]  90191        431.3670        272.7514    0.7747273      93719 0.6250243
## [423,]  34638        251.7422        178.3411    0.7057837      35824 0.7493996
## [424,]  39275        274.0660        185.4113    0.7364238      40747 0.7125621
## [425,]  41458        281.8249        192.6741    0.7297950      42792 0.6827734
## [426,]  85954        405.9152        272.0833    0.7420938      87690 0.7148180
## [427,]  56589        343.9348        213.1333    0.7848457      58274 0.6598531
## [428,]  39622        280.1125        185.1922    0.7502668      40539 0.7330077
## [429,]  48093        329.9357        187.0417    0.8237842      49367 0.7451081
## [430,]  67404        349.0113        247.6903    0.7045127      69607 0.7450261
## [431,]  57838        350.2855        214.8025    0.7899113      59449 0.6740397
## [432,]  58570        355.3995        214.5675    0.7971844      60494 0.6575579
## [433,]  60199        375.2797        205.4141    0.8368956      61711 0.7362891
## [434,]  74254        402.5265        241.2834    0.8004328      76702 0.7264705
## [435,]  63718        407.5659        200.2610    0.8709573      65950 0.7229673
## [436,]  28216        245.4013        150.2456    0.7906685      30316 0.6222928
## [437,]  79055        395.3687        258.2760    0.7571393      82562 0.7195060
## [438,]  86141        414.1072        266.9075    0.7645728      87883 0.7187401
## [439,]  82873        449.4093        239.6141    0.8460046      85648 0.7007695
## [440,]  98485        387.7628        325.7372    0.5425210     100682 0.7298645
## [441,]  53633        313.4800        218.6686    0.7165340      55147 0.7284321
## [442,]  63191        335.2417        243.9724    0.6858417      64898 0.7046040
## [443,]  58545        325.1886        231.9558    0.7008628      60738 0.7005001
## [444,]  68931        381.6717        231.5282    0.7949950      71336 0.6793105
## [445,]  67874        360.0235        243.2720    0.7371662      69889 0.6783194
## [446,]  61200        323.1744        246.2883    0.6474699      64553 0.7074490
## [447,]  87089        396.4869        280.2454    0.7073919      88754 0.7422316
## [448,]  59589        383.5712        201.3819    0.8510910      62974 0.6840818
## [449,]  50312        354.2356        182.3121    0.8573923      52070 0.6233522
## [450,]  41995        259.2089        210.3508    0.5843375      43443 0.7297006
## [451,] 137583        649.5415        273.2603    0.9072011     142650 0.7316377
## [452,] 117592        533.2929        288.5583    0.8409660     123587 0.7300677
## [453,]  95546        487.1783        251.9602    0.8558749      99166 0.7227820
## [454,]  96582        446.7052        278.3255    0.7821716     100113 0.7065976
## [455,]  61409        403.7013        209.3659    0.8550074      67286 0.5973929
## [456,] 154242        585.9281        337.5992    0.8173238     158371 0.7216000
## [457,] 134303        600.7663        288.3849    0.8772529     138133 0.7424362
## [458,] 112378        528.4003        272.7787    0.8564470     115602 0.6147055
## [459,] 124579        439.9605        371.0262    0.5374163     128307 0.6982502
## [460,]  83107        507.3809        233.1538    0.8881652      93706 0.4910020
## [461,] 107178        508.7479        270.4624    0.8469807     110611 0.6329086
## [462,]  64391        449.5559        187.1224    0.9092556      68813 0.6342691
## [463,] 126781        659.4426        249.5448    0.9256349     132802 0.7366620
## [464,]  45051        323.5893        180.0697    0.8308635      46532 0.8306322
## [465,] 119026        612.7444        250.9270    0.9123041     123463 0.6157451
## [466,]  67579        402.3102        217.0587    0.8419659      70809 0.7031130
## [467,]  97019        559.5992        228.6418    0.9127219     101539 0.5734526
## [468,] 184784        740.1087        320.5878    0.9013155     192699 0.6453533
## [469,] 168276        656.0994        328.4869    0.8656403     174282 0.6815387
## [470,] 195383        755.0129        335.7905    0.8956558     204472 0.7287691
## [471,]  65253        418.9979        205.7562    0.8711216      69700 0.6662548
## [472,] 120255        471.8135        326.5463    0.7217931     123486 0.7238870
## [473,] 108161        485.1026        286.0332    0.8076703     111765 0.7079063
## [474,] 157877        613.8737        328.3133    0.8449646     161901 0.6413228
## [475,]  83800        440.8337        245.3819    0.8307596      86346 0.6571621
## [476,] 177264        619.9585        366.7632    0.8062366     180994 0.6832194
## [477,] 127245        530.3041        309.1215    0.8125340     130649 0.6790964
## [478,] 108314        455.6059        311.1711    0.7304342     112497 0.6869447
## [479,] 128947        572.8016        289.0222    0.8633670     132108 0.6044088
## [480,] 189637        636.7524        403.7193    0.7733095     209580 0.6137855
## [481,] 137508        604.1144        292.0961    0.8753382     141818 0.6015223
## [482,]  75173        365.8032        267.5828    0.6818482      78359 0.6799540
## [483,] 115859        488.4889        305.0908    0.7809765     120546 0.7426431
## [484,]  92188        374.7202        324.3026    0.5009907      95920 0.7475996
## [485,] 153824        536.6070        369.2865    0.7255325     159063 0.7390836
## [486,]  85492        437.0140        250.8926    0.8187806      89018 0.7233438
## [487,] 106312        464.3324        295.3168    0.7716866     111089 0.7296837
## [488,] 210923        984.0455        367.2795    0.9277371     278217 0.5073521
## [489,]  89138        507.1434        226.2166    0.8950028      93549 0.7383863
## [490,]  83567        465.1015        230.9042    0.8680597      86859 0.6092221
## [491,] 171256        531.3732        412.3828    0.6306467     174277 0.7019149
## [492,]  77105        419.9537        238.8395    0.8225256      80497 0.6689948
## [493,] 100443        457.5699        283.6113    0.7847435     104186 0.6737885
## [494,]  72606        424.4720        223.2326    0.8505423      76975 0.6838526
## [495,]  83555        457.5465        235.0999    0.8578936      86694 0.7112274
## [496,] 146268        588.0092        321.6080    0.8371693     150416 0.6954215
## [497,] 113608        559.2668        264.0287    0.8815461     118098 0.6278628
## [498,]  75058        424.7637        228.8458    0.8424591      78952 0.6854612
## [499,] 116406        612.6653        251.8328    0.9116152     125638 0.5262596
## [500,] 100319        480.7790        267.6689    0.8306868     104255 0.6396141
## [501,] 143386        469.2765        397.3102    0.5321595     146328 0.7502603
## [502,] 164782        660.3642        322.6209    0.8725359     169000 0.7577577
## [503,]  71639        400.4140        231.6201    0.8157166      76252 0.6424619
## [504,] 141220        575.6824        316.6212    0.8351693     144300 0.6591519
## [505,]  88290        514.4362        221.4448    0.9026091      92317 0.5551573
## [506,] 102569        515.3952        259.1942    0.8643424     106888 0.5732418
## [507,] 182160        997.2919        271.8724    0.9621244     221527 0.3798561
## [508,] 208264        675.0983        395.5793    0.8103414     212813 0.7717483
## [509,] 133101        641.5097        265.3140    0.9104689     136793 0.5824964
## [510,] 169009        719.5059        301.5651    0.9079271     174718 0.7169266
## [511,]  81901        450.8275        237.2090    0.8503834      85000 0.5831079
## [512,]  80678        457.9252        229.7036    0.8650892      85201 0.6073596
## [513,] 101661        440.9818        295.5307    0.7422119     105429 0.7132904
## [514,]  82207        451.0060        235.1598    0.8533053      84780 0.6294371
## [515,] 166275        602.3078        356.2363    0.8063400     168292 0.7192821
## [516,] 188651        621.0127        390.3076    0.7778081     192922 0.7471563
## [517,] 202118        684.6030        379.7193    0.8320796     209242 0.7172188
## [518,]  97375        468.9040        268.2670    0.8201734     100169 0.6947169
## [519,]  64303        442.7453        187.0290    0.9063954      67199 0.6862354
## [520,]  86715        440.4743        254.3360    0.8164515      89920 0.7353714
## [521,] 155702        655.3990        304.6121    0.8854295     160709 0.6970462
## [522,]  84295        458.8440        238.2890    0.8545770      88521 0.7084506
## [523,] 177206        699.6183        328.1121    0.8832049     181412 0.7391529
## [524,] 110897        518.7876        275.2605    0.8476322     115550 0.7304361
## [525,]  56903        360.8153        204.0377    0.8247546      59797 0.7184269
## [526,] 113029        558.5162        265.2842    0.8799964     116783 0.6620918
## [527,]  69579        398.5967        224.5785    0.8261686      71648 0.7193859
## [528,] 163442        594.7592        351.4257    0.8067664     167471 0.7046858
## [529,] 114289        580.6008        261.7637    0.8925999     120657 0.6494874
## [530,]  74652        424.9807        231.6043    0.8384516      79014 0.5926173
## [531,]  90559        473.5758        246.9200    0.8533156      95477 0.6732310
## [532,] 104352        562.3359        239.4026    0.9048508     107968 0.6680666
## [533,]  82161        441.7956        246.8101    0.8294020      86909 0.6302430
## [534,] 131816        532.7314        322.6830    0.7956823     138992 0.7221924
## [535,] 163082        696.1490        302.2224    0.9008480     167442 0.7637786
## [536,]  77012        425.2194        239.4696    0.8263431      81325 0.6542798
## [537,]  81604        528.5859        204.7395    0.9219393      87172 0.4914601
## [538,]  82853        430.1150        251.1757    0.8117728      85292 0.7464369
## [539,] 145693        591.1801        321.4312    0.8392725     151644 0.6485275
## [540,]  96443        541.2001        232.5480    0.9029767     101271 0.5534114
## [541,] 168620        730.7610        295.5005    0.9145939     172003 0.7967303
## [542,] 193032        661.1488        376.4322    0.8220878     197672 0.6311205
## [543,] 140897        588.0709        308.0258    0.8518473     146231 0.7339991
## [544,] 118988        483.3400        315.2485    0.7580218     122375 0.7844673
## [545,] 103666        456.3827        293.9224    0.7650034     107992 0.6472652
## [546,]  68231        394.6465        228.1610    0.8159375      71591 0.6645273
## [547,]  88928        395.7250        300.2270    0.6514683      93821 0.6710636
## [548,] 117077        496.1308        314.5474    0.7733322     123305 0.7088316
## [549,] 123056        618.1418        256.9501    0.9095103     128101 0.6412841
## [550,]  94455        496.8950        245.2439    0.8697159      97496 0.7198875
## [551,]  89311        429.2791        270.8593    0.7758127      94720 0.6826492
## [552,]  68982        400.7369        223.9077    0.8293430      73278 0.7287652
## [553,] 204864        596.6398        440.4971    0.6744762     209457 0.7510090
## [554,]  83693        437.7349        245.4243    0.8280402      87230 0.7028595
## [555,]  75529        418.5185        233.9902    0.8291059      79168 0.6586697
## [556,] 121034        518.7204        305.7358    0.8078386     125665 0.7066647
## [557,] 105192        440.5629        305.7918    0.7198850     107313 0.7369018
## [558,]  77402        469.4593        215.0800    0.8888780      80680 0.6213285
## [559,]  87857        380.7765        300.9086    0.6127845      90968 0.7284992
## [560,] 139399        522.4680        348.2822    0.7454071     144034 0.6936309
## [561,] 178334        626.0642        366.2370    0.8110454     181715 0.7894518
## [562,] 144084        555.9210        332.1239    0.8019211     149076 0.7294211
## [563,]  84975        511.8747        215.4482    0.9071069      88730 0.6296123
## [564,] 118043        493.7652        308.0001    0.7816012     122903 0.6755969
## [565,] 102769        515.6081        261.1367    0.8622614     109161 0.6502309
## [566,] 136960        559.2959        313.3099    0.8283667     139458 0.7221420
## [567,] 113206        548.9710        264.2585    0.8765172     116787 0.7258610
## [568,] 155057        610.6780        325.5077    0.8460984     159681 0.7610570
## [569,] 116715        571.0488        278.8374    0.8726815     127342 0.6026177
## [570,]  91146        498.3918        241.8968    0.8743174      97149 0.6728926
## [571,] 101223        496.5335        276.8662    0.8301109     109593 0.7136119
## [572,]  79492        422.5673        243.1163    0.8179203      82708 0.6373535
## [573,]  93234        452.9265        268.7631    0.8049135      97428 0.7159070
## [574,] 167279        690.0720        311.9957    0.8919569     171794 0.5786739
## [575,] 193558        769.4251        321.6858    0.9084075     197851 0.6059158
## [576,] 146175        592.9085        319.0201    0.8429068     149156 0.6328333
## [577,] 108076        516.0732        270.7434    0.8513352     112975 0.6988154
## [578,] 131811        573.5418        295.4231    0.8571388     135814 0.7115073
## [579,] 129038        540.8148        306.8178    0.8234940     134796 0.6487582
## [580,] 130868        613.1726        273.1819    0.8952710     134139 0.5367842
## [581,] 206720        713.4725        373.6425    0.8519054     210114 0.7805762
## [582,] 205497        632.7276        414.1883    0.7559688     209486 0.7692887
## [583,] 146420        598.0727        314.3906    0.8506867     149403 0.7467360
## [584,] 126014        523.1864        309.1168    0.8067924     130059 0.7362265
## [585,] 101103        484.1659        269.1459    0.8312519     105500 0.6700000
## [586,]  61444        371.6938        213.1798    0.8191803      64321 0.7374725
## [587,] 160605        630.6173        330.7711    0.8513984     167411 0.7231853
## [588,] 100649        433.3669        300.4578    0.7206390     103883 0.7247192
## [589,] 112808        542.5048        267.2019    0.8702934     116961 0.7431553
## [590,] 105951        521.1128        267.7271    0.8579338     111368 0.7335600
## [591,] 177916        581.7097        394.5247    0.7348629     181352 0.7372067
## [592,] 109254        483.1637        289.8287    0.8001080     111624 0.7401030
## [593,] 128574        601.8002        276.2482    0.8884175     135975 0.6740022
## [594,] 124166        525.9454        304.1565    0.8158211     126960 0.7289988
## [595,] 133784        581.2869        300.6357    0.8558707     139806 0.6795896
## [596,]  80481        481.0640        217.5612    0.8918912      85153 0.7149736
## [597,]  63491        326.6329        248.3224    0.6496313      64892 0.7343566
## [598,] 109791        477.0335        294.5338    0.7866274     112766 0.7447800
## [599,]  89236        389.6817        295.3319    0.6523941      92014 0.6969929
## [600,] 152267        598.9676        331.2490    0.8331592     157353 0.5940504
## [601,]  89721        530.1566        223.4999    0.9067943      95252 0.5474331
## [602,] 129493        497.7881        339.5263    0.7312870     136555 0.6475298
## [603,]  74966        465.3608        209.2796    0.8931722      78159 0.7124149
## [604,] 136180        551.4538        316.4698    0.8189375     139701 0.7298902
## [605,] 102013        453.8935        292.1302    0.7653540     106036 0.6378284
## [606,] 169078        644.9313        336.5716    0.8530238     173362 0.6829889
## [607,]  78304        390.9731        262.7704    0.7404664      82394 0.6232857
## [608,]  54321        395.0118        182.3240    0.8871059      58632 0.6250690
## [609,] 101439        524.8172        251.1606    0.8780507     107520 0.7333116
## [610,] 118787        562.2810        273.3299    0.8738981     125083 0.6437134
## [611,]  85517        410.6221        269.8172    0.7538089      88349 0.7029411
## [612,]  72653        403.1910        231.0557    0.8195080      74718 0.6638979
## [613,] 126515        595.3426        277.9093    0.8843599     134574 0.7129775
## [614,] 117714        480.6297        314.0265    0.7570432     120922 0.7243002
## [615,]  62451        337.2900        237.7054    0.7094549      64499 0.6962751
## [616,] 107895        462.0461        300.5590    0.7595100     110755 0.7640477
## [617,] 199015        615.4172        413.9275    0.7400094     201464 0.7685698
## [618,] 130388        511.8976        326.3124    0.7704863     132727 0.7191837
## [619,] 106440        501.0443        273.1941    0.8382739     108790 0.7507512
## [620,] 109878        541.9484        260.0836    0.8773206     112825 0.6891927
## [621,]  78984        427.4943        236.8826    0.8324377      82328 0.6984172
## [622,] 135899        625.3482        286.8999    0.8885477     144444 0.6325886
## [623,] 193818        678.5596        367.9004    0.8402634     201241 0.7915462
## [624,] 137788        654.4703        272.3013    0.9093355     141442 0.7064312
## [625,]  71800        431.0086        218.7158    0.8616806      77521 0.6481548
## [626,]  96210        482.5120        262.6744    0.8388327     102157 0.6865865
## [627,] 103057        548.4052        241.1232    0.8981541     107983 0.7156537
## [628,] 104602        478.2227        279.3610    0.8116348     106906 0.7799135
## [629,] 105467        465.5738        290.2024    0.7819652     109052 0.7303809
## [630,]  83059        440.5600        243.6365    0.8331709      88806 0.6858089
## [631,]  99378        466.3975        275.5756    0.8067741     102653 0.6870381
## [632,]  90585        489.6478        239.3503    0.8723839      95774 0.6723447
## [633,]  83065        444.9996        241.3312    0.8401735      87785 0.7205500
## [634,]  54357        362.5947        192.9494    0.8466595      56006 0.6999176
## [635,] 169645        731.5619        299.4134    0.9124090     174278 0.7555157
## [636,]  70461        376.1708        243.9548    0.7611965      72819 0.7282791
## [637,] 105347        476.8035        282.0258    0.8063103     108072 0.7690348
## [638,] 160583        630.6452        326.2445    0.8557929     165385 0.7518987
## [639,] 101772        477.9089        273.4044    0.8201946     104567 0.6843379
## [640,]  61123        329.3302        257.2681    0.6242986      70556 0.7232635
## [641,]  90375        480.6325        241.0168    0.8651823      93826 0.6435591
## [642,] 131847        560.4209        302.6407    0.8416497     134950 0.7443138
## [643,]  81998        423.6326        251.2394    0.8051585      83932 0.7294806
## [644,] 105924        497.7006        274.5758    0.8340501     109179 0.7165354
## [645,] 121757        486.5211        323.3517    0.7471814     125067 0.7599126
## [646,] 116198        494.2592        301.6829    0.7921134     118786 0.7193675
## [647,]  86846        459.3960        242.6200    0.8491647      89047 0.7259308
## [648,]  77799        419.3386        238.3433    0.8227669      80688 0.6480010
## [649,]  75242        391.6781        248.0891    0.7738242      77890 0.6681763
## [650,] 113164        486.7664        297.1103    0.7921122     116531 0.7395615
## [651,] 194864        657.8678        378.0585    0.8183836     197430 0.7864269
## [652,] 103313        503.4514        266.4450    0.8484742     108615 0.6670433
## [653,]  98464        488.2150        261.7243    0.8441646     101977 0.6794322
## [654,]  97377        503.9921        252.4996    0.8654477     101317 0.7084231
## [655,] 169880        648.9042        339.1311    0.8525650     177170 0.7137665
## [656,]  69746        370.5605        241.9145    0.7575011      72724 0.7126028
## [657,] 172334        595.8177        375.0205    0.7770640     174610 0.6361113
## [658,] 192815        731.4403        337.1024    0.8874652     196576 0.7343990
## [659,]  92121        432.0619        275.6906    0.7699690      95197 0.7154473
## [660,]  82462        434.5712        244.4575    0.8267798      85611 0.6499109
## [661,]  53325        351.2037        197.2136    0.8274521      56030 0.7061417
## [662,] 151703        595.1071        330.3428    0.8317850     156402 0.6713086
## [663,]  40702        274.1690        191.3784    0.7160677      41924 0.7216155
## [664,]  81480        434.1003        242.7018    0.8291060      84581 0.6740123
## [665,] 104669        546.6728        248.5279    0.8906859     110984 0.6873457
## [666,]  85390        403.7297        272.9703    0.7367902      88615 0.7104998
## [667,] 178692        594.7222        384.0380    0.7635543     181288 0.7470464
## [668,] 104385        488.8976        277.6837    0.8230428     108197 0.7721698
## [669,] 206689        746.1453        355.3007    0.8793470     212569 0.7458089
## [670,]  98166        420.7022        299.5836    0.7020742     100659 0.7074262
## [671,] 156769        662.9666        307.8681    0.8856363     161782 0.7421088
## [672,] 182823        700.0085        337.7067    0.8759333     190749 0.6988914
## [673,]  96139        498.3877        250.1120    0.8649591     100204 0.6753611
## [674,]  99177        494.0552        260.9736    0.8491027     104468 0.6141751
## [675,]  76114        435.3879        224.7276    0.8564952      77824 0.6819273
## [676,] 111056        514.7145        277.8791    0.8417482     114995 0.6707860
## [677,]  51350        342.6553        204.0111    0.8034421      54576 0.6491783
## [678,] 144973        614.8149        304.3315    0.8688947     150534 0.7336690
## [679,] 182788        621.2068        379.4244    0.7917957     188848 0.7330609
## [680,] 128442        585.9820        281.6014    0.8769601     133704 0.7506838
## [681,]  76364        381.8024        258.5880    0.7357233      78977 0.7473478
## [682,] 158808        658.9566        308.5284    0.8836185     162376 0.7266105
## [683,] 106923        591.1158        234.8233    0.9177085     111428 0.5222788
## [684,]  60640        369.2704        218.5287    0.8060958      66145 0.7117204
## [685,]  88257        452.9246        254.4822    0.8272294      92886 0.7360884
## [686,] 102868        430.0261        312.9726    0.6857904     106439 0.7179308
## [687,]  61539        364.2559        220.3620    0.7962522      65462 0.7233925
## [688,] 129292        614.5474        270.0855    0.8982490     133475 0.6896898
## [689,]  57999        311.0225        243.4761    0.6222421      61519 0.6563349
## [690,]  88315        456.7407        248.1500    0.8395348      92046 0.6441930
## [691,]  88250        478.4818        238.3219    0.8671315      92397 0.6066001
## [692,] 141137        600.1261        305.7668    0.8604681     145158 0.5855894
## [693,] 123980        531.8683        332.5762    0.7803860     138078 0.6676216
## [694,]  49371        320.6434        200.2456    0.7810154      52692 0.6751220
## [695,] 172783        820.7240        352.1937    0.9032448     219952 0.4969370
## [696,]  86852        456.4787        248.6069    0.8386837      90550 0.6078540
## [697,]  91464        433.2198        273.2555    0.7759822      93852 0.7177024
## [698,]  93441        396.7908        300.8126    0.6521222      95370 0.7233171
## [699,]  94211        450.0046        269.2866    0.8011912      96340 0.7168478
## [700,] 124630        585.0938        275.4936    0.8822113     128308 0.6818319
## [701,] 116361        554.4901        277.0669    0.8662108     125132 0.7474130
## [702,] 152992        572.7054        341.2457    0.8030968     155411 0.7775248
## [703,] 147843        651.0028        299.7433    0.8876944     155494 0.7193256
## [704,] 135036        582.6875        301.5685    0.8556545     139124 0.6345677
## [705,] 128107        616.9944        267.9807    0.9007526     133001 0.6214834
## [706,]  79975        439.3125        240.4942    0.8368495      83384 0.6911616
## [707,]  60674        345.3152        225.2188    0.7580365      62614 0.7355762
## [708,]  96404        470.1017        264.2362    0.8270808      99678 0.7545474
## [709,] 222915        731.5594        389.9467    0.8460933     227170 0.7705430
## [710,] 108379        482.5656        289.3857    0.8002387     111707 0.7027102
## [711,]  62562        407.9393        198.7101    0.8733422      64694 0.6282587
## [712,] 204226        648.2043        402.2833    0.7841179     207198 0.7739879
## [713,]  77985        473.3407        214.0920    0.8918658      82967 0.6743774
## [714,] 104728        495.6717        272.6867    0.8350752     109157 0.7302189
## [715,]  85449        471.1247        238.3287    0.8626087      89794 0.5847705
## [716,]  97558        477.1107        261.9163    0.8358464     100259 0.7770450
## [717,]  97049        548.2208        231.6610    0.9063309     102899 0.6163015
## [718,]  58870        355.1360        212.0295    0.8022135      60490 0.7349563
## [719,]  83889        450.9890        241.3304    0.8447800      88842 0.7298250
## [720,] 110527        514.5888        275.5834    0.8445093     114538 0.6896989
## [721,]  66793        362.2312        236.4044    0.7576733      69506 0.6841092
## [722,]  91665        485.4521        243.0800    0.8656040      95741 0.7000321
## [723,] 126149        478.8771        345.9200    0.6915209     134778 0.6249084
## [724,] 101618        443.4930        293.3842    0.7499182     104508 0.7502418
## [725,]  96442        450.4081        276.9226    0.7886628     100712 0.7030581
## [726,]  79397        434.9941        235.5195    0.8407449      83074 0.6961169
## [727,]  86658        439.2291        258.3043    0.8087986      89048 0.6997578
## [728,] 113046        548.9408        265.3051    0.8754528     116819 0.6771817
## [729,]  53373        330.6772        215.7016    0.7579586      56639 0.6542813
## [730,]  80274        404.3025        256.0625    0.7738706      84523 0.6635421
## [731,]  89431        464.8339        247.3520    0.8466627      92412 0.6247974
## [732,]  84383        403.9094        271.2515    0.7409455      87629 0.6749452
## [733,]  98260        520.1031        245.2098    0.8818854     103918 0.5764571
## [734,] 104656        489.4542        273.4527    0.8293773     106961 0.7416100
## [735,] 100186        462.5059        277.6991    0.7996827     101921 0.6822429
## [736,] 122617        503.6876        322.6225    0.7679406     131499 0.6432536
## [737,] 117301        507.2404        296.8299    0.8108993     122361 0.6184022
## [738,]  48007        302.6110        209.1161    0.7228173      50679 0.6770513
## [739,] 165681        615.2109        346.7022    0.8260818     170954 0.7358237
## [740,]  83929        429.0904        252.0376    0.8093139      87269 0.7048415
## [741,] 109701        546.6353        256.6147    0.8829622     113425 0.5806252
## [742,] 117098        637.7702        237.4718    0.9280936     120417 0.6528657
## [743,] 107082        536.8516        258.7172    0.8762176     112201 0.7295209
## [744,] 102944        477.1675        277.2225    0.8139213     108053 0.7156841
## [745,]  53077        327.2878        212.2311    0.7612539      55532 0.6464133
## [746,]  78161        453.2034        222.6050    0.8710574      81689 0.7334929
## [747,] 122433        585.2942        270.7088    0.8866102     128445 0.5794932
## [748,] 142069        662.7138        275.4397    0.9095366     148697 0.7322767
## [749,]  82585        436.1824        264.8741    0.7945068      93928 0.5884470
## [750,]  96753        477.4997        261.9434    0.8361027      99964 0.6941073
## [751,] 106393        472.3094        287.5939    0.7932394     109501 0.6783883
## [752,] 182122        620.4872        376.4886    0.7948829     187560 0.7218298
## [753,]  49691        336.6781        189.2617    0.8270391      52077 0.7249504
## [754,]  79057        436.3900        236.8954    0.8398281      82642 0.6545971
## [755,] 110785        560.0071        259.3973    0.8862519     116070 0.5585667
## [756,] 171749        671.2546        328.9099    0.8717265     175679 0.7381593
## [757,] 149841        547.4564        354.5846    0.7619000     155682 0.7118473
## [758,]  97513        486.9022        257.2700    0.8490072     100196 0.6889090
## [759,]  97254        422.0441        305.8751    0.6890152     100815 0.6333496
## [760,] 132116        519.6800        325.3325    0.7798033     133811 0.7450711
## [761,] 132730        535.9809        324.9589    0.7952450     139810 0.6885586
## [762,]  68576        377.1369        235.1295    0.7818559      71551 0.7190747
## [763,] 109011        504.3955        277.0340    0.8356650     111306 0.6209330
## [764,] 109438        502.7293        280.3437    0.8300806     113476 0.6354731
## [765,]  76551        394.4426        255.2544    0.7623823      81613 0.6323655
## [766,] 121080        573.4036        270.6325    0.8816116     124432 0.7237904
## [767,]  86202        437.7713        253.9093    0.8146132      90825 0.7051461
## [768,] 134913        639.6016        273.0921    0.9042648     139500 0.7367263
## [769,] 175247        713.0171        316.3985    0.8961526     179961 0.5921627
## [770,] 195281        609.8297        408.5356    0.7424355     197426 0.7696561
## [771,] 131496        506.1154        334.3318    0.7507521     134210 0.7055226
## [772,] 175946        604.5301        372.8498    0.7871514     180289 0.7758376
## [773,]  66265        424.5594        203.3813    0.8777926      70487 0.6280150
## [774,] 106938        498.4339        274.5903    0.8345672     110118 0.7731874
## [775,]  76624        473.9660        207.7370    0.8988311      80356 0.6610076
## [776,]  88747        425.0073        268.6685    0.7748458      92317 0.7613128
## [777,] 165940        624.8450        340.6956    0.8382746     170781 0.7794636
## [778,] 181926        579.9186        400.8017    0.7227263     185474 0.7168085
## [779,] 148073        599.3628        327.0841    0.8379678     152985 0.6901561
## [780,] 103915        516.4855        260.1054    0.8639332     106499 0.6910850
## [781,]  71141        417.1370        219.1853    0.8508236      73629 0.7254548
## [782,] 169494        614.9937        352.2808    0.8196811     172094 0.7401226
## [783,]  47253        360.0192        172.5084    0.8777251      51538 0.7113202
## [784,] 102960        522.3810        252.3654    0.8755619     105956 0.7416585
## [785,]  81570        450.4809        233.6081    0.8550323      84540 0.7332135
## [786,]  62526        357.2051        228.8629    0.7677875      65994 0.7073077
## [787,] 141613        588.3716        311.2962    0.8485714     149492 0.7217935
## [788,] 105961        497.7015        275.9717    0.8321887     109992 0.6975616
## [789,] 125282        536.4990        299.4368    0.8297527     129758 0.7359486
## [790,]  87252        433.4845        261.0666    0.7983065      90160 0.7357946
## [791,] 108771        472.2082        294.4539    0.7817692     111241 0.7700493
## [792,] 138202        556.9819        318.2528    0.8206800     143228 0.6972152
## [793,]  92024        453.7152        260.4861    0.8187726      94643 0.7518608
## [794,]  76708        458.0446        216.3409    0.8814303      78694 0.6583926
## [795,] 105053        490.4096        277.0842    0.8250870     107939 0.6704041
## [796,]  72924        434.2227        220.4918    0.8614838      77356 0.6216032
## [797,]  89169        408.1899        281.3967    0.7244029      93087 0.7138546
## [798,]  93042        470.5658        254.2608    0.8414532      95156 0.6323967
## [799,]  71054        364.7511        249.7234    0.7288810      72956 0.7278482
## [800,]  90675        426.2364        275.2871    0.7634598      92030 0.7401074
## [801,] 137921        598.7610        297.2016    0.8681162     142159 0.7487568
## [802,] 164440        580.7758        362.3456    0.7815048     167563 0.7704273
## [803,]  71502        490.4335        189.4429    0.9223830      75157 0.5005460
## [804,] 144250        606.3518        305.3304    0.8639642     148528 0.8002552
## [805,] 223075        694.2476        411.8104    0.8050735     225916 0.7649405
## [806,]  56244        398.8025        182.8440    0.8887033      58530 0.6563660
## [807,] 142239        614.8345        297.7353    0.8749281     148078 0.6435164
## [808,]  78632        407.9403        245.8212    0.7980501      79715 0.6890110
## [809,]  93430        467.6371        258.9472    0.8326928      98337 0.7129884
## [810,]  97583        522.7866        241.9408    0.8864676     101231 0.7259830
## [811,] 123654        542.4197        293.4732    0.8409939     126325 0.6595302
## [812,]  85894        477.1720        231.0397    0.8749655      89369 0.7303912
## [813,] 235047        772.9569        388.2015    0.8647345     239093 0.7116727
## [814,] 152611        663.1333        297.4180    0.8937808     158488 0.6147150
## [815,]  83932        499.2378        224.4724    0.8932148      88572 0.6708442
## [816,] 117354        520.3266        289.6620    0.8307186     121057 0.7120649
## [817,]  66315        363.5789        234.4545    0.7643078      68906 0.6889441
## [818,]  87663        405.6781        277.4549    0.7295487      89710 0.7436883
## [819,]  95364        481.5644        253.8468    0.8497850      97623 0.7379515
## [820,]  78787        450.2556        228.9125    0.8611177      80567 0.6773764
## [821,] 160451        593.7499        346.7571    0.8117450     163523 0.7852312
## [822,] 121077        521.1910        302.1092    0.8148645     125856 0.7345123
## [823,]  62280        388.5821        205.5144    0.8486948      63596 0.7914400
## [824,] 106897        481.7947        288.6600    0.8006481     109314 0.7159831
## [825,] 111568        491.1121        293.9110    0.8011526     114128 0.7347589
## [826,]  61556        340.7836        231.4352    0.7340213      63181 0.7348040
## [827,]  47609        331.8941        184.2131    0.8318264      49720 0.7481927
## [828,]  61861        345.9436        235.4305    0.7327056      67390 0.7022796
## [829,]  84855        420.3506        275.8810    0.7544899      90768 0.6738053
## [830,] 127292        639.8506        258.3819    0.9148402     129101 0.5347145
## [831,] 125968        522.5438        308.0476    0.8077571     129444 0.7395787
## [832,]  48488        275.3377        226.8022    0.5669914      50103 0.6695943
## [833,]  84774        416.2814        264.0990    0.7729851      90393 0.6976710
## [834,]  78921        376.9878        268.8326    0.7010553      82584 0.7199245
## [835,] 145235        609.6302        306.6080    0.8643207     148876 0.6824953
## [836,]  87039        497.0581        236.2128    0.8798661      96247 0.6369810
## [837,] 181126        949.6627        293.3867    0.9510822     225592 0.4141537
## [838,] 142419        580.4382        318.1806    0.8363650     145899 0.7548577
## [839,]  92619        398.6207        296.8829    0.6673152      95666 0.7429967
## [840,]  68510        348.4010        252.9930    0.6875313      70513 0.6708774
## [841,]  48551        302.8128        205.9634    0.7330569      50748 0.7428244
## [842,]  92472        424.4200        282.2115    0.7469017      95982 0.7461632
## [843,] 100928        465.1799        287.0157    0.7869637     105549 0.6861929
## [844,]  96920        447.5951        277.4359    0.7847308     100285 0.6872589
## [845,]  96762        457.4775        277.3868    0.7952057     101717 0.7886835
## [846,] 151908        594.1828        328.5681    0.8331980     155600 0.7212078
## [847,]  75368        387.8523        250.5845    0.7632677      77706 0.7350968
## [848,] 168269        614.3804        353.4663    0.8179273     173527 0.7562414
## [849,]  99333        422.8769        302.2096    0.6994808     101942 0.7207654
## [850,] 102722        416.8989        317.5428    0.6479556     107169 0.7244198
## [851,] 104468        542.1782        250.0631    0.8872861     108119 0.6469328
## [852,]  73699        408.5856        231.1421    0.8246023      76106 0.7031811
## [853,]  71918        448.5277        207.7512    0.8862617      75002 0.6963738
## [854,] 127933        560.7227        294.6626    0.8507905     130766 0.6677785
## [855,]  73294        445.2461        217.6202    0.8724161      76157 0.6544341
## [856,] 189069        679.4893        357.0473    0.8508158     195810 0.6121432
## [857,] 159064        570.2169        368.2207    0.7635443     165584 0.7819641
## [858,] 120818        492.6065        315.2013    0.7684879     123230 0.6720325
## [859,]  59890        402.4157        194.6688    0.8752059      61673 0.7197106
## [860,] 137593        558.0588        316.7128    0.8233555     142114 0.6777646
## [861,] 166654        607.9965        349.6590    0.8180829     169060 0.7535177
## [862,]  55858        298.8589        239.8994    0.5963587      58630 0.6814527
## [863,] 105308        473.3134        284.1706    0.7997105     108094 0.7870141
## [864,]  67468        424.5637        207.8231    0.8720044      70674 0.6116939
## [865,] 132680        549.8653        308.3923    0.8279170     136612 0.6506537
## [866,] 154197        582.6122        343.2602    0.8080059     160008 0.7622195
## [867,] 225043        740.0037        390.3009    0.8495979     229195 0.7441874
## [868,]  66613        433.1942        199.8147    0.8872655      70454 0.7089506
## [869,] 141559        594.1144        306.3100    0.8568450     146674 0.7644895
## [870,]  77622        460.1429        226.5813    0.8703605      82990 0.6512131
## [871,] 179668        690.4334        332.5533    0.8763589     181954 0.7794031
## [872,] 105091        507.6851        268.0873    0.8492081     108296 0.7002705
## [873,]  66938        356.3233        248.6742    0.7162055      69880 0.7086611
## [874,]  97494        451.7828        278.2800    0.7877776     101878 0.6896957
## [875,] 101770        468.6679        279.8129    0.8022124     103475 0.7851775
## [876,]  88338        504.4822        227.1275    0.8929181      90790 0.7271575
## [877,] 119336        563.5463        275.3558    0.8725009     125523 0.6681560
## [878,] 126019        520.6800        316.1899    0.7945007     130948 0.6945109
## [879,] 154498        621.3515        318.5977    0.8585382     159694 0.7500485
## [880,]  82632        471.3667        227.3932    0.8759442      87501 0.6330790
## [881,] 218459        571.2892        492.2753    0.5074318     228259 0.7319737
## [882,] 150420        607.7097        316.8097    0.8533628     153905 0.6424087
## [883,] 110296        487.6912        289.9248    0.8041071     113271 0.6870997
## [884,] 171264        609.6431        359.2246    0.8079599     174156 0.7717376
## [885,] 110936        500.9313        286.2524    0.8206436     113888 0.7323959
## [886,]  54502        346.4580        204.0812    0.8080963      56464 0.6361111
## [887,] 142415        532.0841        342.4207    0.7654072     144862 0.7706439
## [888,]  94282        494.1630        244.8039    0.8686701      97707 0.7023862
## [889,]  68799        356.5678        253.2547    0.7039427      71879 0.7009292
## [890,]  79058        454.4372        236.9643    0.8532846      82555 0.5782560
## [891,]  85646        469.7748        238.5394    0.8614903      92673 0.6810436
## [892,] 107486        462.8131        296.0912    0.7685713     108914 0.7599675
## [893,] 149703        637.8730        304.6225    0.8785992     154549 0.5938050
## [894,] 187391        660.6556        362.3150    0.8362047     189799 0.7139466
## [895,] 115272        511.4720        291.5913    0.8215738     119773 0.6247602
## [896,]  83248        430.0773        247.8387    0.8172626      85839 0.6687929
## [897,]  87350        440.7357        259.2931    0.8086290      90899 0.6364762
## [898,]  99657        431.7070        298.8373    0.7216841     106264 0.7410985
## [899,]  93523        476.3441        254.1761    0.8457385      97653 0.6587983
## [900,]  85609        512.0818        215.2720    0.9073454      89197 0.6320200
##        Perimeter
##   [1,]  1184.040
##   [2,]  1121.786
##   [3,]  1208.575
##   [4,]   844.162
##   [5,]  1073.251
##   [6,]   881.836
##   [7,]   823.796
##   [8,]   933.366
##   [9,]   849.728
##  [10,]   981.544
##  [11,]  1176.305
##  [12,]   818.873
##  [13,]   803.748
##  [14,]  1042.770
##  [15,]  1084.729
##  [16,]   751.413
##  [17,]  1028.445
##  [18,]   981.509
##  [19,]   814.680
##  [20,]  1061.321
##  [21,]  1035.501
##  [22,]   928.272
##  [23,]  1106.355
##  [24,]   971.769
##  [25,]  1181.921
##  [26,]  1059.186
##  [27,]  1010.474
##  [28,]   964.603
##  [29,]  1063.868
##  [30,]   982.788
##  [31,]  1162.877
##  [32,]   828.697
##  [33,]  1075.792
##  [34,]   972.472
##  [35,]   844.312
##  [36,]   784.912
##  [37,]   926.095
##  [38,]   968.729
##  [39,]  1100.676
##  [40,]   843.764
##  [41,]  1201.390
##  [42,]  1036.940
##  [43,]  1095.283
##  [44,]  1135.662
##  [45,]  1141.189
##  [46,]   992.114
##  [47,]  1022.568
##  [48,]   790.427
##  [49,]   870.387
##  [50,]   902.624
##  [51,]   845.786
##  [52,]  1340.897
##  [53,]  1030.155
##  [54,]   901.102
##  [55,]  1298.188
##  [56,]   861.580
##  [57,]   952.023
##  [58,]   936.371
##  [59,]  1039.551
##  [60,]   619.074
##  [61,]  1003.374
##  [62,]   868.060
##  [63,]  1157.330
##  [64,]   997.989
##  [65,]   990.547
##  [66,]   981.517
##  [67,]   912.153
##  [68,]  1179.694
##  [69,]   903.308
##  [70,]  1069.770
##  [71,]  1255.245
##  [72,]  1054.198
##  [73,]  1086.857
##  [74,]  1049.093
##  [75,]   894.480
##  [76,]   873.777
##  [77,]  1081.339
##  [78,]   814.182
##  [79,]  1091.754
##  [80,]   860.402
##  [81,]   896.728
##  [82,]   957.132
##  [83,]   991.612
##  [84,]  1176.600
##  [85,]  1100.836
##  [86,]  2253.557
##  [87,]  1034.183
##  [88,]   755.822
##  [89,]   750.909
##  [90,]   867.582
##  [91,]   889.626
##  [92,]   933.896
##  [93,]  1140.684
##  [94,]   989.016
##  [95,]   934.547
##  [96,]   769.242
##  [97,]  1045.658
##  [98,]   920.573
##  [99,]   860.548
## [100,]  1012.365
## [101,]  1114.736
## [102,]   978.850
## [103,]   911.857
## [104,]   973.259
## [105,]   966.329
## [106,]   842.121
## [107,]   872.289
## [108,]  1035.022
## [109,]  1115.811
## [110,]   975.425
## [111,]  1187.338
## [112,]   883.973
## [113,]   877.799
## [114,]   847.664
## [115,]  1259.451
## [116,]  1144.973
## [117,]  1154.540
## [118,]  1136.669
## [119,]  1013.202
## [120,]  1075.271
## [121,]  1051.020
## [122,]   923.190
## [123,]   855.997
## [124,]   977.425
## [125,]  1223.904
## [126,]   930.627
## [127,]   993.050
## [128,]   900.109
## [129,]   861.179
## [130,]  1193.280
## [131,]  1048.675
## [132,]  1003.769
## [133,]   875.174
## [134,]   893.451
## [135,]   922.011
## [136,]   953.496
## [137,]  1212.667
## [138,]   998.437
## [139,]   965.068
## [140,]  1252.875
## [141,]   845.128
## [142,]   938.705
## [143,]  1096.751
## [144,]   851.632
## [145,]   847.792
## [146,]  1066.388
## [147,]  1073.768
## [148,]   922.878
## [149,]   790.531
## [150,]   993.455
## [151,]   879.832
## [152,]   925.795
## [153,]  1051.266
## [154,]  1071.385
## [155,]  1070.053
## [156,]  1153.434
## [157,]   810.195
## [158,]   950.721
## [159,]   791.464
## [160,]   846.833
## [161,]   857.776
## [162,]   906.666
## [163,]  1075.279
## [164,]  1252.762
## [165,]  1101.502
## [166,]   978.631
## [167,]   928.217
## [168,]   798.515
## [169,]  1183.447
## [170,]   848.487
## [171,]  1157.001
## [172,]   988.273
## [173,]   948.233
## [174,]  1097.292
## [175,]   912.259
## [176,]  1127.409
## [177,]  1139.446
## [178,]   862.778
## [179,]   777.663
## [180,]   848.422
## [181,]  1176.287
## [182,]  1024.993
## [183,]   953.445
## [184,]   867.446
## [185,]  1057.448
## [186,]   817.410
## [187,]   747.161
## [188,]   906.829
## [189,]  1015.771
## [190,]  1102.423
## [191,]  1059.644
## [192,]  1094.590
## [193,]   734.102
## [194,]  1120.963
## [195,]   820.714
## [196,]  1122.160
## [197,]  1001.236
## [198,]  1070.062
## [199,]   966.438
## [200,]   916.044
## [201,]   945.523
## [202,]   958.627
## [203,]  1063.377
## [204,]  1050.909
## [205,]  1001.714
## [206,]  1040.788
## [207,]   762.439
## [208,]   975.553
## [209,]   763.979
## [210,]   834.328
## [211,]   869.795
## [212,]   891.528
## [213,]   949.936
## [214,]   944.879
## [215,]   898.546
## [216,]   947.541
## [217,]   883.044
## [218,]  1057.897
## [219,]  1131.096
## [220,]   869.188
## [221,]   875.764
## [222,]  1048.186
## [223,]   904.508
## [224,]  1198.259
## [225,]  1113.144
## [226,]  1110.378
## [227,]  1216.535
## [228,]  1020.029
## [229,]  1065.191
## [230,]  1056.740
## [231,]   931.430
## [232,]   895.745
## [233,]  1169.983
## [234,]   750.365
## [235,]   877.430
## [236,]   737.468
## [237,]   799.991
## [238,]   929.471
## [239,]   870.063
## [240,]   849.225
## [241,]   895.040
## [242,]   877.020
## [243,]   931.117
## [244,]   968.360
## [245,]  1094.576
## [246,]   929.115
## [247,]   907.025
## [248,]   926.255
## [249,]  1004.245
## [250,]   868.951
## [251,]  1110.440
## [252,]   813.276
## [253,]   770.590
## [254,]   793.005
## [255,]  1095.055
## [256,]   804.559
## [257,]   966.493
## [258,]   802.261
## [259,]  1050.012
## [260,]   761.949
## [261,]   979.447
## [262,]   860.580
## [263,]   785.843
## [264,]   875.267
## [265,]   974.079
## [266,]  1092.709
## [267,]   945.191
## [268,]  1042.257
## [269,]  1004.349
## [270,]  1037.399
## [271,]   893.644
## [272,]  1179.024
## [273,]  1180.478
## [274,]  1030.869
## [275,]   884.495
## [276,]   699.415
## [277,]  1112.212
## [278,]  1014.789
## [279,]   840.167
## [280,]  1075.307
## [281,]   927.048
## [282,]  1032.358
## [283,]   887.109
## [284,]  1099.512
## [285,]  1055.302
## [286,]   940.220
## [287,]  1174.166
## [288,]  1050.867
## [289,]  1071.612
## [290,]   941.486
## [291,]  2098.263
## [292,]  1002.035
## [293,]  1050.221
## [294,]  1148.651
## [295,]  1024.256
## [296,]   978.434
## [297,]   915.496
## [298,]   921.613
## [299,]  1228.366
## [300,]   737.637
## [301,]  1120.019
## [302,]   903.769
## [303,]  1040.716
## [304,]  1103.153
## [305,]   970.754
## [306,]   989.499
## [307,]  1018.553
## [308,]   915.939
## [309,]   972.971
## [310,]   833.117
## [311,]   950.717
## [312,]   901.170
## [313,]   948.889
## [314,]   769.691
## [315,]   977.085
## [316,]   843.960
## [317,]   875.659
## [318,]   754.022
## [319,]   944.713
## [320,]   919.044
## [321,]   998.470
## [322,]   909.604
## [323,]   854.724
## [324,]  1048.486
## [325,]   989.581
## [326,]   754.366
## [327,]  1074.702
## [328,]  1006.220
## [329,]   940.413
## [330,]  1100.850
## [331,]   973.599
## [332,]   921.762
## [333,]   970.932
## [334,]   946.487
## [335,]  1052.159
## [336,]   928.274
## [337,]  1026.686
## [338,]  1168.247
## [339,]  1140.399
## [340,]   867.003
## [341,]   781.970
## [342,]  1196.030
## [343,]   934.684
## [344,]  1036.517
## [345,]  1010.809
## [346,]  1114.880
## [347,]   850.782
## [348,]   981.059
## [349,]  1189.483
## [350,]  1073.138
## [351,]   855.392
## [352,]  1141.296
## [353,]   820.106
## [354,]   930.619
## [355,]  1084.306
## [356,]  1024.207
## [357,]   908.357
## [358,]  1026.109
## [359,]  1097.299
## [360,]  1008.276
## [361,]   928.016
## [362,]   841.666
## [363,]   995.692
## [364,]  1230.233
## [365,]  1017.749
## [366,]   840.545
## [367,]   989.917
## [368,]   916.396
## [369,]  1106.033
## [370,]   941.429
## [371,]   713.775
## [372,]  1011.054
## [373,]  1099.568
## [374,]  1202.369
## [375,]  1006.028
## [376,]   998.793
## [377,]  1033.870
## [378,]   757.295
## [379,]   943.599
## [380,]  1113.607
## [381,]  1112.784
## [382,]   718.847
## [383,]   678.815
## [384,]  1006.375
## [385,]  1065.680
## [386,]   836.109
## [387,]  1018.353
## [388,]  1079.752
## [389,]  1079.973
## [390,]  1014.268
## [391,]   907.423
## [392,]  1120.777
## [393,]   894.039
## [394,]  1047.037
## [395,]  1176.657
## [396,]   727.561
## [397,]  1103.236
## [398,]  1073.916
## [399,]  1163.528
## [400,]   983.385
## [401,]   909.681
## [402,]   798.546
## [403,]   897.111
## [404,]  1165.084
## [405,]  1074.108
## [406,]   897.796
## [407,]   971.938
## [408,]  1046.520
## [409,]  1130.673
## [410,]  1254.861
## [411,]   979.727
## [412,]  1068.375
## [413,]   935.816
## [414,]   910.837
## [415,]   761.131
## [416,]   915.379
## [417,]   719.935
## [418,]   873.837
## [419,]  1038.741
## [420,]  1118.999
## [421,]  1080.007
## [422,]  1179.374
## [423,]   713.940
## [424,]   772.501
## [425,]   782.362
## [426,]  1104.717
## [427,]   931.451
## [428,]   766.531
## [429,]   858.386
## [430,]   997.276
## [431,]   939.149
## [432,]   962.708
## [433,]   971.185
## [434,]  1080.034
## [435,]  1023.064
## [436,]   683.004
## [437,]  1114.488
## [438,]  1146.164
## [439,]  1148.363
## [440,]  1193.908
## [441,]   882.669
## [442,]   977.095
## [443,]   966.758
## [444,]  1067.692
## [445,]  1035.277
## [446,]   997.264
## [447,]  1154.562
## [448,]  1043.187
## [449,]   961.439
## [450,]   801.526
## [451,]  1590.354
## [452,]  1432.006
## [453,]  1276.807
## [454,]  1216.979
## [455,]  1083.477
## [456,]  1530.315
## [457,]  1497.515
## [458,]  1366.740
## [459,]  1373.537
## [460,]  1367.331
## [461,]  1325.947
## [462,]  1177.714
## [463,]  1552.540
## [464,]   836.625
## [465,]  1486.769
## [466,]  1051.553
## [467,]  1383.647
## [468,]  1791.568
## [469,]  1685.283
## [470,]  1893.414
## [471,]  1075.404
## [472,]  1322.814
## [473,]  1305.144
## [474,]  1604.103
## [475,]  1170.091
## [476,]  1652.694
## [477,]  1423.997
## [478,]  1306.577
## [479,]  1446.923
## [480,]  1870.280
## [481,]  1529.790
## [482,]  1087.034
## [483,]  1351.422
## [484,]  1190.813
## [485,]  1582.146
## [486,]  1182.575
## [487,]  1306.455
## [488,]  2697.753
## [489,]  1262.578
## [490,]  1199.017
## [491,]  1559.214
## [492,]  1131.540
## [493,]  1269.066
## [494,]  1117.107
## [495,]  1159.779
## [496,]  1535.287
## [497,]  1394.088
## [498,]  1130.395
## [499,]  1480.951
## [500,]  1289.209
## [501,]  1422.014
## [502,]  1654.986
## [503,]  1101.879
## [504,]  1507.939
## [505,]  1277.388
## [506,]  1331.797
## [507,]  2303.690
## [508,]  1755.167
## [509,]  1544.712
## [510,]  1781.378
## [511,]  1192.014
## [512,]  1226.244
## [513,]  1268.050
## [514,]  1182.274
## [515,]  1580.961
## [516,]  1698.394
## [517,]  1827.900
## [518,]  1244.252
## [519,]  1081.680
## [520,]  1173.259
## [521,]  1626.909
## [522,]  1202.583
## [523,]  1754.378
## [524,]  1365.577
## [525,]   980.390
## [526,]  1419.577
## [527,]  1071.644
## [528,]  1621.959
## [529,]  1455.893
## [530,]  1157.109
## [531,]  1328.744
## [532,]  1390.730
## [533,]  1222.158
## [534,]  1488.840
## [535,]  1687.178
## [536,]  1131.530
## [537,]  1299.386
## [538,]  1139.840
## [539,]  1595.364
## [540,]  1352.482
## [541,]  1725.003
## [542,]  1744.271
## [543,]  1536.473
## [544,]  1356.398
## [545,]  1332.203
## [546,]  1099.228
## [547,]  1239.540
## [548,]  1419.160
## [549,]  1522.028
## [550,]  1256.322
## [551,]  1234.547
## [552,]  1105.790
## [553,]  1726.246
## [554,]  1177.858
## [555,]  1143.294
## [556,]  1418.304
## [557,]  1244.054
## [558,]  1162.004
## [559,]  1144.344
## [560,]  1471.508
## [561,]  1630.704
## [562,]  1506.255
## [563,]  1246.361
## [564,]  1394.100
## [565,]  1378.308
## [566,]  1458.551
## [567,]  1388.476
## [568,]  1564.694
## [569,]  1488.324
## [570,]  1293.559
## [571,]  1345.426
## [572,]  1122.831
## [573,]  1222.886
## [574,]  1680.121
## [575,]  1865.297
## [576,]  1529.068
## [577,]  1378.774
## [578,]  1457.016
## [579,]  1459.345
## [580,]  1513.352
## [581,]  1866.091
## [582,]  1736.839
## [583,]  1531.955
## [584,]  1396.906
## [585,]  1307.683
## [586,]  1006.984
## [587,]  1679.562
## [588,]  1257.029
## [589,]  1390.400
## [590,]  1377.248
## [591,]  1647.505
## [592,]  1293.225
## [593,]  1508.934
## [594,]  1388.684
## [595,]  1502.661
## [596,]  1219.105
## [597,]   950.297
## [598,]  1290.239
## [599,]  1144.036
## [600,]  1570.502
## [601,]  1295.377
## [602,]  1447.684
## [603,]  1157.089
## [604,]  1461.030
## [605,]  1266.255
## [606,]  1629.634
## [607,]  1137.706
## [608,]  1021.989
## [609,]  1393.213
## [610,]  1459.584
## [611,]  1127.889
## [612,]  1062.070
## [613,]  1461.111
## [614,]  1361.884
## [615,]   963.009
## [616,]  1277.791
## [617,]  1687.866
## [618,]  1393.974
## [619,]  1302.472
## [620,]  1369.202
## [621,]  1169.476
## [622,]  1594.209
## [623,]  1766.873
## [624,]  1562.268
## [625,]  1187.724
## [626,]  1270.564
## [627,]  1391.207
## [628,]  1263.012
## [629,]  1302.361
## [630,]  1238.163
## [631,]  1260.343
## [632,]  1270.266
## [633,]  1182.561
## [634,]   945.828
## [635,]  1753.016
## [636,]  1046.692
## [637,]  1266.876
## [638,]  1646.559
## [639,]  1266.657
## [640,]  1128.077
## [641,]  1251.679
## [642,]  1446.145
## [643,]  1130.427
## [644,]  1295.270
## [645,]  1357.888
## [646,]  1328.070
## [647,]  1173.308
## [648,]  1114.454
## [649,]  1077.419
## [650,]  1313.092
## [651,]  1700.937
## [652,]  1343.017
## [653,]  1259.069
## [654,]  1281.252
## [655,]  1660.677
## [656,]  1027.513
## [657,]  1591.894
## [658,]  1803.686
## [659,]  1193.836
## [660,]  1174.203
## [661,]   934.490
## [662,]  1608.599
## [663,]   771.797
## [664,]  1162.370
## [665,]  1398.545
## [666,]  1156.718
## [667,]  1622.032
## [668,]  1315.843
## [669,]  1876.028
## [670,]  1245.034
## [671,]  1646.525
## [672,]  1789.254
## [673,]  1298.138
## [674,]  1317.687
## [675,]  1100.929
## [676,]  1370.914
## [677,]   930.051
## [678,]  1539.429
## [679,]  1679.075
## [680,]  1499.355
## [681,]  1075.800
## [682,]  1624.343
## [683,]  1425.109
## [684,]  1036.527
## [685,]  1209.622
## [686,]  1251.802
## [687,]  1056.491
## [688,]  1531.744
## [689,]   968.697
## [690,]  1205.863
## [691,]  1217.127
## [692,]  1495.983
## [693,]  1539.944
## [694,]   921.059
## [695,]  2289.889
## [696,]  1207.534
## [697,]  1182.210
## [698,]  1157.771
## [699,]  1194.631
## [700,]  1485.990
## [701,]  1434.389
## [702,]  1500.251
## [703,]  1633.723
## [704,]  1509.374
## [705,]  1513.469
## [706,]  1162.608
## [707,]   987.617
## [708,]  1265.032
## [709,]  1876.307
## [710,]  1316.871
## [711,]  1030.757
## [712,]  1724.662
## [713,]  1214.981
## [714,]  1316.398
## [715,]  1246.200
## [716,]  1229.813
## [717,]  1399.672
## [718,]   940.363
## [719,]  1183.981
## [720,]  1360.821
## [721,]  1024.169
## [722,]  1244.563
## [723,]  1549.185
## [724,]  1238.627
## [725,]  1239.314
## [726,]  1148.633
## [727,]  1184.581
## [728,]  1385.645
## [729,]   936.823
## [730,]  1153.618
## [731,]  1198.853
## [732,]  1140.605
## [733,]  1345.687
## [734,]  1273.128
## [735,]  1217.831
## [736,]  1429.352
## [737,]  1407.401
## [738,]   889.743
## [739,]  1635.791
## [740,]  1176.227
## [741,]  1405.868
## [742,]  1484.334
## [743,]  1354.715
## [744,]  1339.098
## [745,]   934.708
## [746,]  1161.291
## [747,]  1526.711
## [748,]  1622.580
## [749,]  1320.460
## [750,]  1258.683
## [751,]  1281.378
## [752,]  1695.230
## [753,]   919.419
## [754,]  1148.146
## [755,]  1456.757
## [756,]  1689.585
## [757,]  1544.342
## [758,]  1272.882
## [759,]  1254.468
## [760,]  1393.335
## [761,]  1475.658
## [762,]  1087.108
## [763,]  1297.147
## [764,]  1323.557
## [765,]  1130.405
## [766,]  1418.385
## [767,]  1199.809
## [768,]  1535.248
## [769,]  1739.277
## [770,]  1639.103
## [771,]  1412.020
## [772,]  1622.809
## [773,]  1126.765
## [774,]  1285.854
## [775,]  1205.819
## [776,]  1184.156
## [777,]  1641.140
## [778,]  1628.157
## [779,]  1557.606
## [780,]  1285.063
## [781,]  1085.215
## [782,]  1607.527
## [783,]   940.542
## [784,]  1311.161
## [785,]  1162.256
## [786,]  1006.598
## [787,]  1521.811
## [788,]  1347.989
## [789,]  1404.303
## [790,]  1166.517
## [791,]  1267.646
## [792,]  1576.336
## [793,]  1204.623
## [794,]  1135.680
## [795,]  1297.279
## [796,]  1183.236
## [797,]  1187.085
## [798,]  1216.104
## [799,]  1027.206
## [800,]  1163.021
## [801,]  1510.852
## [802,]  1554.365
## [803,]  1182.852
## [804,]  1547.081
## [805,]  1812.569
## [806,]  1008.134
## [807,]  1553.114
## [808,]  1068.727
## [809,]  1258.966
## [810,]  1298.731
## [811,]  1400.524
## [812,]  1202.493
## [813,]  1942.050
## [814,]  1755.968
## [815,]  1258.062
## [816,]  1374.171
## [817,]  1015.021
## [818,]  1126.518
## [819,]  1225.352
## [820,]  1142.632
## [821,]  1548.609
## [822,]  1403.043
## [823,]   977.906
## [824,]  1284.690
## [825,]  1303.224
## [826,]   956.302
## [827,]   874.091
## [828,]  1063.621
## [829,]  1172.642
## [830,]  1496.062
## [831,]  1414.078
## [832,]   859.326
## [833,]  1209.582
## [834,]  1144.959
## [835,]  1538.316
## [836,]  1271.343
## [837,]  2352.029
## [838,]  1512.658
## [839,]  1173.390
## [840,]  1028.839
## [841,]   862.001
## [842,]  1204.610
## [843,]  1310.510
## [844,]  1229.910
## [845,]  1248.750
## [846,]  1560.016
## [847,]  1078.409
## [848,]  1641.456
## [849,]  1191.348
## [850,]  1261.988
## [851,]  1360.497
## [852,]  1079.578
## [853,]  1091.499
## [854,]  1426.600
## [855,]  1147.600
## [856,]  1831.909
## [857,]  1563.830
## [858,]  1311.522
## [859,]  1034.144
## [860,]  1478.596
## [861,]  1574.164
## [862,]   915.130
## [863,]  1259.934
## [864,]  1105.042
## [865,]  1453.895
## [866,]  1555.816
## [867,]  1853.893
## [868,]  1085.157
## [869,]  1530.598
## [870,]  1205.141
## [871,]  1681.985
## [872,]  1295.591
## [873,]  1022.705
## [874,]  1254.755
## [875,]  1233.824
## [876,]  1230.493
## [877,]  1469.764
## [878,]  1422.242
## [879,]  1585.782
## [880,]  1243.987
## [881,]  1947.460
## [882,]  1557.266
## [883,]  1316.112
## [884,]  1592.095
## [885,]  1319.435
## [886,]   927.283
## [887,]  1449.803
## [888,]  1269.680
## [889,]  1041.270
## [890,]  1175.034
## [891,]  1226.892
## [892,]  1235.078
## [893,]  1596.356
## [894,]  1682.478
## [895,]  1392.653
## [896,]  1129.072
## [897,]  1214.252
## [898,]  1292.828
## [899,]  1258.548
## [900,]  1272.862
drop(scale(new_raisin,center=center, scale=scale)%*%raisin_data_pca$rotation[,1])
##   [1]  0.076951073 -0.475111731  0.371902131 -2.620987667 -0.961519225
##   [6] -2.171955504 -2.550059292 -1.751482293 -2.462199822 -1.259785008
##  [11] -0.049752921 -2.601221747 -2.825803420 -1.216069894 -0.673474424
##  [16] -3.254523251 -1.133177688 -1.351924347 -2.621030511 -0.782144951
##  [21] -1.162284438 -1.846454972 -0.346411038 -2.016633539  0.430993843
##  [26] -0.851444536 -1.314929693 -1.619503926 -0.978501671 -1.496620396
##  [31]  0.038075289 -2.604173867 -0.854013766 -1.547431582 -3.211492675
##  [36] -3.347158755 -2.089654688 -1.579927185 -0.512154997 -2.614974529
##  [41]  0.111802328 -1.020892584 -0.706472589 -0.394206396 -0.235643804
##  [46] -1.635471292 -1.048339792 -3.222712077 -2.317235687 -2.108823108
##  [51] -2.377909865  1.570878740 -0.943803219 -2.146490398  1.267601054
##  [56] -2.340718220 -1.934303232 -1.902479633 -1.423446640 -3.986276986
##  [61] -1.290636670 -2.314909680 -0.146297984 -1.370539922 -1.359669881
##  [66] -1.567744113 -1.915144941  0.236979655 -2.149989379 -0.836854991
##  [71]  0.633889501 -1.179993109 -0.867076210 -1.030784979 -2.156728723
##  [76] -2.270459100 -0.696459099 -2.718777998 -0.510139531 -2.352779351
##  [81] -2.061764861 -1.848978113 -1.512617910  0.056842355 -0.523557410
##  [86]  6.992432162 -0.831230810 -3.089613309 -3.190561413 -2.363813878
##  [91] -2.116812568 -1.853091400 -0.095751315 -1.299744573 -1.948826245
##  [96] -3.100285187 -0.903311887 -1.821880071 -2.347673351 -1.201047226
## [101] -0.329914438 -1.501379133 -2.041654194 -1.723281459 -1.593952578
## [106] -2.419699701 -2.840815769 -1.224007758 -0.377141572 -1.605318440
## [111] -0.256336228 -2.389222471 -2.108166266 -2.678658633  0.552722675
## [116] -0.176592819 -0.333769336 -0.206259394 -1.361059915 -0.733896291
## [121] -1.097451810 -2.023437179 -2.525602712 -1.711830793  0.315952501
## [126] -1.755598580 -1.551396299 -2.331000745 -2.458144477  0.306234585
## [131] -1.042227385 -1.149787696 -2.208329860 -2.147927409 -1.914204486
## [136] -1.593997350  0.589172409 -1.376482308 -1.719836213  1.026181860
## [141] -2.655737258 -1.852376160 -0.578343668 -2.336974525 -2.456210400
## [146] -0.818795429 -0.673257562 -1.894145088 -2.889514263 -1.442955521
## [151] -2.476664123 -1.854331365 -0.883542678 -0.777281252 -0.840164920
## [156] -0.067061441 -3.406993167 -1.722737790 -3.173189371 -2.497431327
## [161] -2.333759538 -2.221576842 -0.739564940  0.487589033 -0.743985344
## [166] -1.578402043 -2.035451907 -3.018140108  0.279979279 -2.517390806
## [171] -0.136237921 -1.484309140 -1.658818385 -0.809720511 -1.931062738
## [176] -0.433672782 -0.393335296 -2.405140090 -3.284456631 -2.414194019
## [181]  0.128578267 -1.107706562 -1.650786153 -2.336531839 -0.587128274
## [186] -2.637411334 -3.202836214 -1.982391240 -1.090853942 -0.423709957
## [191] -0.616856756 -0.365654012 -3.842691203 -0.290461962 -2.478424238
## [196] -0.254540914 -1.089482315 -0.920537808 -1.611954946 -1.741677376
## [201] -1.637590984 -1.591104480 -0.684038862 -0.770920537 -1.334187233
## [206] -0.846252110 -3.031314388 -1.559085384 -3.210564526 -2.491885786
## [211] -2.385676918 -2.069926372 -1.657370446 -1.651834612 -2.140291567
## [216] -1.732682967 -2.095996119 -1.064387220 -0.506399430 -2.479785476
## [221] -2.458399124 -1.103044479 -2.366449324  0.368780428 -0.297826943
## [226] -0.392396122  0.329432155 -1.166057324 -1.118785640 -0.731274380
## [231] -1.812684062 -2.537259396  0.038028151 -3.192879991 -2.267026337
## [236] -3.592329079 -3.054860073 -1.836325310 -2.366952960 -2.501410046
## [241] -2.145336467 -2.317828047 -1.874053233 -1.534795677 -0.473170791
## [246] -1.996377662 -2.290459154 -1.785992596 -1.351855267 -2.290010024
## [251] -0.757972384 -3.114978665 -3.016404317 -3.295203244 -0.551976678
## [256] -2.698870721 -1.509931357 -2.607167109 -1.109785876 -2.906584510
## [261] -1.477392261 -2.474129387 -2.984688578 -2.204586565 -1.524430615
## [266] -0.480699080 -1.624349069 -1.025339843 -1.263124230 -0.784312495
## [271] -2.259969634  0.154783743  0.249513464 -1.000715852 -2.395497107
## [276] -3.924219823 -0.574408709 -1.181774338 -2.722746528 -0.631021965
## [281] -1.853609629 -1.175792830 -2.188221814 -0.434528379 -0.763638576
## [286] -1.848880628  0.097065217 -0.951283558 -0.600425445 -1.785635448
## [291]  5.049088610 -1.132658178 -0.957087512 -0.228404562 -0.997819637
## [296] -1.268528649 -2.221736459 -2.312990380  0.761897313 -3.280078444
## [301] -0.128180329 -2.029778532 -0.987167215 -0.386249313 -1.562899998
## [306] -1.267764869 -1.201585688 -1.877948062 -1.385070199 -2.844878306
## [311] -1.588543020 -2.099346894 -1.557802933 -2.990380780 -1.296274029
## [316] -2.371476251 -2.648106862 -3.123943952 -1.714139226 -1.863722644
## [321] -1.269075761 -2.031447435 -2.700501024 -0.890078838 -1.259610549
## [326] -3.145274328 -0.760051685 -1.425835598 -1.680898463 -0.457398522
## [331] -1.497377517 -1.836466191 -1.648692125 -1.673850042 -1.254763966
## [336] -2.011609740 -0.954890879 -0.109770543 -0.339361379 -2.297236594
## [341] -3.020262183  0.088766640 -1.629003444 -1.295412506 -1.125800903
## [346] -0.435610118 -2.357332412 -1.381842465  0.152579103 -0.832419902
## [351] -2.373090200 -0.045904654 -2.814887859 -1.862550885 -0.605093156
## [356] -1.062506373 -2.413834292 -1.181494857 -0.522731589 -1.208985121
## [361] -2.025708829 -2.592192228 -1.222128452  0.787294609 -1.068729167
## [366] -2.517538789 -1.382744179 -1.963371713 -0.330666116 -1.779096404
## [371] -3.343349003 -1.162409152 -0.512916598  0.425701575 -1.206903334
## [376] -1.520627242 -0.973271156 -3.073205484 -1.621743917 -0.324002970
## [381] -0.338801832 -3.306642788 -3.691456186 -1.227690237 -0.713515674
## [386] -2.533703935 -1.218054517 -0.927785831 -1.011810265 -1.220011641
## [391] -2.127194391 -0.363804165 -2.084622125 -1.061508093  0.137254851
## [396] -3.308266515 -0.478585469 -0.774800448 -0.050448224 -1.305745318
## [401] -1.987642062 -2.711620034 -1.925580825  0.211696919 -0.519675796
## [406] -2.068735131 -1.411134543 -0.777342714 -0.210057764  0.858447437
## [411] -1.544288391 -0.596216068 -1.711978394 -1.939004119 -3.016075860
## [416] -1.814048523 -3.484333843 -2.189966270 -0.870464311 -0.300640472
## [421] -0.595601184  0.284764855 -3.468168037 -3.015944765 -2.849277265
## [426] -0.223989199 -1.714113697 -2.993143080 -2.289688605 -1.337814607
## [431] -1.640396999 -1.530203781 -1.473178641 -0.654685439 -1.126631883
## [436] -3.572154309 -0.462881898 -0.114093778 -0.048558407  0.094847076
## [441] -2.162040475 -1.552458835 -1.762814305 -0.913695379 -1.115358825
## [446] -1.663233120 -0.196415235 -1.260445524 -1.804714856 -3.129403167
## [451]  3.070152277  1.896679736  0.697555009  0.523611096 -0.886207983
## [456]  3.403410197  2.682417247  1.655761419  1.570144371  0.890861787
## [461]  1.340036827 -0.594927046  2.664020820 -2.544649121  2.293183603
## [466] -0.915048986  1.296855787  5.289947390  4.343778546  5.784395789
## [471] -0.834689357  1.546117199  1.193398958  3.786911737  0.029480522
## [476]  4.492484100  2.211150330  1.137275128  2.483353258  5.660409708
## [481]  2.999114162 -0.767144665  1.519983400 -0.208320894  3.325322402
## [486]  0.030682756  1.055977703  9.528914641  0.485561333  0.194402965
## [491]  3.797847790 -0.337348262  0.821856746 -0.508792466  0.001262612
## [496]  3.187542953  1.834824802 -0.411884150  2.377090761  0.958116014
## [501]  2.315538514  4.101046423 -0.614173759  2.964650711  0.687525449
## [506]  1.295056127  7.441486911  5.720462848  2.950690461  4.605496157
## [511]  0.125552623  0.146218262  0.740187096  0.053040987  3.920349884
## [516]  4.886684408  5.749203855  0.682630818 -0.859890661  0.061501432
## [521]  3.792478800  0.125735724  4.781115339  1.477043637 -1.591500225
## [526]  1.822943308 -0.857963718  3.896260987  2.038628464 -0.260684190
## [531]  0.640226822  1.440752796  0.142737992  2.494352323  4.152367409
## [536] -0.280160677  0.624514817 -0.175478203  3.358348237  1.195322678
## [541]  4.404762174  5.332198719  2.968228006  1.548147249  1.064352790
## [546] -0.781005600  0.122790183  1.797366259  2.483197335  0.651766691
## [551]  0.295553846 -0.790370976  5.363353700 -0.014975916 -0.368388486
## [556]  1.965024143  0.765354559 -0.078344968 -0.277117164  2.686060806
## [561]  4.394581584  2.944092948  0.433774555  1.756340102  1.329189824
## [566]  2.610718770  1.654308480  3.507304724  2.295014839  0.710746219
## [571]  1.172640160 -0.233493013  0.455731394  4.465199975  5.747245236
## [576]  3.239729864  1.433973968  2.499665568  2.414656261  2.811106502
## [581]  5.915339361  5.485182368  3.131100802  2.045506072  1.004998350
## [586] -1.365314118  4.014733238  0.642067950  1.620834603  1.363216592
## [591]  4.348218637  1.155994695  2.618152304  1.976259306  2.742651377
## [596]  0.072253015 -1.704948620  1.147889100 -0.137397907  3.606028275
## [601]  0.859666407  2.304640400 -0.289535191  2.573823470  0.902385628
## [606]  4.241612533 -0.352948430 -1.365526244  1.225663424  2.129533486
## [611] -0.144387983 -0.692908945  2.438301169  1.567827083 -1.567719092
## [616]  0.991783563  5.138040616  2.147660072  1.120805097  1.521612153
## [621] -0.228209552  3.153318494  5.289696783  3.055623938 -0.343277972
## [626]  0.793480653  1.321791166  0.884110720  1.004261359  0.120848417
## [631]  0.784963457  0.593727853 -0.003825498 -1.730444297  4.559915937
## [636] -0.966085346  0.926772802  3.882175384  0.904113708 -1.342008088
## [641]  0.531865765  2.409326874 -0.237102611  1.131886977  1.688998321
## [646]  1.511020306  0.117918316 -0.338935585 -0.621264099  1.341009421
## [651]  5.107298298  1.217491455  0.832375817  0.854790328  4.345705213
## [656] -1.036039506  4.221293456  5.415616330  0.266639380 -0.019678335
## [661] -1.820733943  3.545420476 -2.996100896 -0.097499891  1.449716631
## [666] -0.143412608  4.336608081  1.044408493  6.038757971  0.479439818
## [671]  3.856140669  5.108712440  0.849808786  1.061008982 -0.416972800
## [676]  1.536022202 -1.840436503  3.179580315  4.704683346  2.450427510
## [681] -0.724045011  3.851248702  1.822044360 -1.275578747  0.244074132
## [686]  0.700799245 -1.279224973  2.642560857 -1.851757581  0.319046249
## [691]  0.448874325  3.096727796  2.575253037 -2.089992800  6.988994213
## [696]  0.327391347  0.221656724  0.012155373  0.391957398  2.358339250
## [701]  1.933449995  3.193759233  3.582571526  2.820146786  2.664087919
## [706] -0.125608890 -1.567333010  0.625883581  6.500561728  1.219774303
## [711] -1.046591561  5.449905342 -0.001188612  1.118102625  0.420564221
## [716]  0.592260830  1.259150920 -1.654667513  0.043121588  1.476170269
## [721] -1.155391001  0.532049460  2.325745254  0.652288046  0.586943861
## [726] -0.210410105  0.116346884  1.705126160 -1.845501461 -0.249259308
## [731]  0.385543883 -0.158308094  1.180639981  0.979132814  0.706941544
## [736]  2.117242011  1.854322999 -2.312112869  4.035208712 -0.040197901
## [741]  1.704611751  2.220460099  1.383609493  1.055199228 -1.888911186
## [746] -0.221411546  2.482930352  3.313533798  0.472035697  0.716996531
## [751]  1.070876340  4.702546872 -2.069227729 -0.162136842  1.933530090
## [756]  4.421404316  3.217259315  0.785673897  0.589098439  2.194199753
## [761]  2.556813733 -0.944143119  1.343123450  1.407062140 -0.399371130
## [766]  2.035233612  0.123420916  2.862633224  4.861682714  4.911122677
## [771]  2.216947858  4.268268427 -0.671722340  1.082772559 -0.078164109
## [776]  0.061024132  4.016487756  4.444321343  3.366828225  1.115372169
## [781] -0.717930669  4.068807573 -1.981488675  1.076413566 -0.109517260
## [786] -1.351885780  3.020510193  1.254816418  2.073287069  0.043729551
## [791]  1.025479964  2.899324501  0.312726432 -0.241229644  1.131647704
## [796] -0.285913633  0.050791993  0.541798194 -1.060699344  0.098223491
## [801]  2.824315662  3.703005261 -0.089863563  3.055857781  6.325069982
## [806] -1.378241750  3.200822916 -0.499496031  0.572691595  0.903261622
## [811]  2.092370250  0.189576676  7.128640027  4.023984809  0.386640824
## [816]  1.725737896 -1.182814898 -0.163795674  0.557234723 -0.182659382
## [821]  3.583478279  1.910119251 -1.397373734  1.101607493  1.296895247
## [826] -1.624535758 -2.265215919 -1.315583784  0.065097974  2.718592225
## [831]  2.054303867 -2.671785399  0.029936306 -0.528461107  3.204017996
## [836]  0.617939396  7.478838503  2.935991790  0.021478631 -1.184122709
## [841] -2.420897440  0.234480252  0.958255234  0.573301415  0.572330322
## [846]  3.392116991 -0.709670912  4.112407819  0.427507362  0.617557725
## [851]  1.382815359 -0.645388855 -0.542322280  2.326113044 -0.343909483
## [856]  5.414001215  3.587816203  1.681821607 -1.249942414  2.737685113
## [861]  3.882801770 -2.155503662  0.884724832 -0.652786245  2.522405849
## [866]  3.430659622  6.581184302 -0.795440846  2.959869739  0.001651026
## [871]  4.637884578  1.151884499 -1.198065694  0.665281891  0.705842816
## [876]  0.397096262  2.149179698  2.158994580  3.562259367  0.253963537
## [881]  6.043016652  3.440207831  1.306786105  4.060524502  1.337817949
## [886] -1.748576448  2.648973008  0.676346417 -1.106787095  0.061387145
## [891]  0.315353248  0.889175659  3.631705071  4.911081171  1.770735545
## [896] -0.114564832  0.273425113  0.682071808  0.648049242  0.487283856
predict(raisin_data_pca)[,1]
##   [1]  0.076951073 -0.475111731  0.371902131 -2.620987667 -0.961519225
##   [6] -2.171955504 -2.550059292 -1.751482293 -2.462199822 -1.259785008
##  [11] -0.049752921 -2.601221747 -2.825803420 -1.216069894 -0.673474424
##  [16] -3.254523251 -1.133177688 -1.351924347 -2.621030511 -0.782144951
##  [21] -1.162284438 -1.846454972 -0.346411038 -2.016633539  0.430993843
##  [26] -0.851444536 -1.314929693 -1.619503926 -0.978501671 -1.496620396
##  [31]  0.038075289 -2.604173867 -0.854013766 -1.547431582 -3.211492675
##  [36] -3.347158755 -2.089654688 -1.579927185 -0.512154997 -2.614974529
##  [41]  0.111802328 -1.020892584 -0.706472589 -0.394206396 -0.235643804
##  [46] -1.635471292 -1.048339792 -3.222712077 -2.317235687 -2.108823108
##  [51] -2.377909865  1.570878740 -0.943803219 -2.146490398  1.267601054
##  [56] -2.340718220 -1.934303232 -1.902479633 -1.423446640 -3.986276986
##  [61] -1.290636670 -2.314909680 -0.146297984 -1.370539922 -1.359669881
##  [66] -1.567744113 -1.915144941  0.236979655 -2.149989379 -0.836854991
##  [71]  0.633889501 -1.179993109 -0.867076210 -1.030784979 -2.156728723
##  [76] -2.270459100 -0.696459099 -2.718777998 -0.510139531 -2.352779351
##  [81] -2.061764861 -1.848978113 -1.512617910  0.056842355 -0.523557410
##  [86]  6.992432162 -0.831230810 -3.089613309 -3.190561413 -2.363813878
##  [91] -2.116812568 -1.853091400 -0.095751315 -1.299744573 -1.948826245
##  [96] -3.100285187 -0.903311887 -1.821880071 -2.347673351 -1.201047226
## [101] -0.329914438 -1.501379133 -2.041654194 -1.723281459 -1.593952578
## [106] -2.419699701 -2.840815769 -1.224007758 -0.377141572 -1.605318440
## [111] -0.256336228 -2.389222471 -2.108166266 -2.678658633  0.552722675
## [116] -0.176592819 -0.333769336 -0.206259394 -1.361059915 -0.733896291
## [121] -1.097451810 -2.023437179 -2.525602712 -1.711830793  0.315952501
## [126] -1.755598580 -1.551396299 -2.331000745 -2.458144477  0.306234585
## [131] -1.042227385 -1.149787696 -2.208329860 -2.147927409 -1.914204486
## [136] -1.593997350  0.589172409 -1.376482308 -1.719836213  1.026181860
## [141] -2.655737258 -1.852376160 -0.578343668 -2.336974525 -2.456210400
## [146] -0.818795429 -0.673257562 -1.894145088 -2.889514263 -1.442955521
## [151] -2.476664123 -1.854331365 -0.883542678 -0.777281252 -0.840164920
## [156] -0.067061441 -3.406993167 -1.722737790 -3.173189371 -2.497431327
## [161] -2.333759538 -2.221576842 -0.739564940  0.487589033 -0.743985344
## [166] -1.578402043 -2.035451907 -3.018140108  0.279979279 -2.517390806
## [171] -0.136237921 -1.484309140 -1.658818385 -0.809720511 -1.931062738
## [176] -0.433672782 -0.393335296 -2.405140090 -3.284456631 -2.414194019
## [181]  0.128578267 -1.107706562 -1.650786153 -2.336531839 -0.587128274
## [186] -2.637411334 -3.202836214 -1.982391240 -1.090853942 -0.423709957
## [191] -0.616856756 -0.365654012 -3.842691203 -0.290461962 -2.478424238
## [196] -0.254540914 -1.089482315 -0.920537808 -1.611954946 -1.741677376
## [201] -1.637590984 -1.591104480 -0.684038862 -0.770920537 -1.334187233
## [206] -0.846252110 -3.031314388 -1.559085384 -3.210564526 -2.491885786
## [211] -2.385676918 -2.069926372 -1.657370446 -1.651834612 -2.140291567
## [216] -1.732682967 -2.095996119 -1.064387220 -0.506399430 -2.479785476
## [221] -2.458399124 -1.103044479 -2.366449324  0.368780428 -0.297826943
## [226] -0.392396122  0.329432155 -1.166057324 -1.118785640 -0.731274380
## [231] -1.812684062 -2.537259396  0.038028151 -3.192879991 -2.267026337
## [236] -3.592329079 -3.054860073 -1.836325310 -2.366952960 -2.501410046
## [241] -2.145336467 -2.317828047 -1.874053233 -1.534795677 -0.473170791
## [246] -1.996377662 -2.290459154 -1.785992596 -1.351855267 -2.290010024
## [251] -0.757972384 -3.114978665 -3.016404317 -3.295203244 -0.551976678
## [256] -2.698870721 -1.509931357 -2.607167109 -1.109785876 -2.906584510
## [261] -1.477392261 -2.474129387 -2.984688578 -2.204586565 -1.524430615
## [266] -0.480699080 -1.624349069 -1.025339843 -1.263124230 -0.784312495
## [271] -2.259969634  0.154783743  0.249513464 -1.000715852 -2.395497107
## [276] -3.924219823 -0.574408709 -1.181774338 -2.722746528 -0.631021965
## [281] -1.853609629 -1.175792830 -2.188221814 -0.434528379 -0.763638576
## [286] -1.848880628  0.097065217 -0.951283558 -0.600425445 -1.785635448
## [291]  5.049088610 -1.132658178 -0.957087512 -0.228404562 -0.997819637
## [296] -1.268528649 -2.221736459 -2.312990380  0.761897313 -3.280078444
## [301] -0.128180329 -2.029778532 -0.987167215 -0.386249313 -1.562899998
## [306] -1.267764869 -1.201585688 -1.877948062 -1.385070199 -2.844878306
## [311] -1.588543020 -2.099346894 -1.557802933 -2.990380780 -1.296274029
## [316] -2.371476251 -2.648106862 -3.123943952 -1.714139226 -1.863722644
## [321] -1.269075761 -2.031447435 -2.700501024 -0.890078838 -1.259610549
## [326] -3.145274328 -0.760051685 -1.425835598 -1.680898463 -0.457398522
## [331] -1.497377517 -1.836466191 -1.648692125 -1.673850042 -1.254763966
## [336] -2.011609740 -0.954890879 -0.109770543 -0.339361379 -2.297236594
## [341] -3.020262183  0.088766640 -1.629003444 -1.295412506 -1.125800903
## [346] -0.435610118 -2.357332412 -1.381842465  0.152579103 -0.832419902
## [351] -2.373090200 -0.045904654 -2.814887859 -1.862550885 -0.605093156
## [356] -1.062506373 -2.413834292 -1.181494857 -0.522731589 -1.208985121
## [361] -2.025708829 -2.592192228 -1.222128452  0.787294609 -1.068729167
## [366] -2.517538789 -1.382744179 -1.963371713 -0.330666116 -1.779096404
## [371] -3.343349003 -1.162409152 -0.512916598  0.425701575 -1.206903334
## [376] -1.520627242 -0.973271156 -3.073205484 -1.621743917 -0.324002970
## [381] -0.338801832 -3.306642788 -3.691456186 -1.227690237 -0.713515674
## [386] -2.533703935 -1.218054517 -0.927785831 -1.011810265 -1.220011641
## [391] -2.127194391 -0.363804165 -2.084622125 -1.061508093  0.137254851
## [396] -3.308266515 -0.478585469 -0.774800448 -0.050448224 -1.305745318
## [401] -1.987642062 -2.711620034 -1.925580825  0.211696919 -0.519675796
## [406] -2.068735131 -1.411134543 -0.777342714 -0.210057764  0.858447437
## [411] -1.544288391 -0.596216068 -1.711978394 -1.939004119 -3.016075860
## [416] -1.814048523 -3.484333843 -2.189966270 -0.870464311 -0.300640472
## [421] -0.595601184  0.284764855 -3.468168037 -3.015944765 -2.849277265
## [426] -0.223989199 -1.714113697 -2.993143080 -2.289688605 -1.337814607
## [431] -1.640396999 -1.530203781 -1.473178641 -0.654685439 -1.126631883
## [436] -3.572154309 -0.462881898 -0.114093778 -0.048558407  0.094847076
## [441] -2.162040475 -1.552458835 -1.762814305 -0.913695379 -1.115358825
## [446] -1.663233120 -0.196415235 -1.260445524 -1.804714856 -3.129403167
## [451]  3.070152277  1.896679736  0.697555009  0.523611096 -0.886207983
## [456]  3.403410197  2.682417247  1.655761419  1.570144371  0.890861787
## [461]  1.340036827 -0.594927046  2.664020820 -2.544649121  2.293183603
## [466] -0.915048986  1.296855787  5.289947390  4.343778546  5.784395789
## [471] -0.834689357  1.546117199  1.193398958  3.786911737  0.029480522
## [476]  4.492484100  2.211150330  1.137275128  2.483353258  5.660409708
## [481]  2.999114162 -0.767144665  1.519983400 -0.208320894  3.325322402
## [486]  0.030682756  1.055977703  9.528914641  0.485561333  0.194402965
## [491]  3.797847790 -0.337348262  0.821856746 -0.508792466  0.001262612
## [496]  3.187542953  1.834824802 -0.411884150  2.377090761  0.958116014
## [501]  2.315538514  4.101046423 -0.614173759  2.964650711  0.687525449
## [506]  1.295056127  7.441486911  5.720462848  2.950690461  4.605496157
## [511]  0.125552623  0.146218262  0.740187096  0.053040987  3.920349884
## [516]  4.886684408  5.749203855  0.682630818 -0.859890661  0.061501432
## [521]  3.792478800  0.125735724  4.781115339  1.477043637 -1.591500225
## [526]  1.822943308 -0.857963718  3.896260987  2.038628464 -0.260684190
## [531]  0.640226822  1.440752796  0.142737992  2.494352323  4.152367409
## [536] -0.280160677  0.624514817 -0.175478203  3.358348237  1.195322678
## [541]  4.404762174  5.332198719  2.968228006  1.548147249  1.064352790
## [546] -0.781005600  0.122790183  1.797366259  2.483197335  0.651766691
## [551]  0.295553846 -0.790370976  5.363353700 -0.014975916 -0.368388486
## [556]  1.965024143  0.765354559 -0.078344968 -0.277117164  2.686060806
## [561]  4.394581584  2.944092948  0.433774555  1.756340102  1.329189824
## [566]  2.610718770  1.654308480  3.507304724  2.295014839  0.710746219
## [571]  1.172640160 -0.233493013  0.455731394  4.465199975  5.747245236
## [576]  3.239729864  1.433973968  2.499665568  2.414656261  2.811106502
## [581]  5.915339361  5.485182368  3.131100802  2.045506072  1.004998350
## [586] -1.365314118  4.014733238  0.642067950  1.620834603  1.363216592
## [591]  4.348218637  1.155994695  2.618152304  1.976259306  2.742651377
## [596]  0.072253015 -1.704948620  1.147889100 -0.137397907  3.606028275
## [601]  0.859666407  2.304640400 -0.289535191  2.573823470  0.902385628
## [606]  4.241612533 -0.352948430 -1.365526244  1.225663424  2.129533486
## [611] -0.144387983 -0.692908945  2.438301169  1.567827083 -1.567719092
## [616]  0.991783563  5.138040616  2.147660072  1.120805097  1.521612153
## [621] -0.228209552  3.153318494  5.289696783  3.055623938 -0.343277972
## [626]  0.793480653  1.321791166  0.884110720  1.004261359  0.120848417
## [631]  0.784963457  0.593727853 -0.003825498 -1.730444297  4.559915937
## [636] -0.966085346  0.926772802  3.882175384  0.904113708 -1.342008088
## [641]  0.531865765  2.409326874 -0.237102611  1.131886977  1.688998321
## [646]  1.511020306  0.117918316 -0.338935585 -0.621264099  1.341009421
## [651]  5.107298298  1.217491455  0.832375817  0.854790328  4.345705213
## [656] -1.036039506  4.221293456  5.415616330  0.266639380 -0.019678335
## [661] -1.820733943  3.545420476 -2.996100896 -0.097499891  1.449716631
## [666] -0.143412608  4.336608081  1.044408493  6.038757971  0.479439818
## [671]  3.856140669  5.108712440  0.849808786  1.061008982 -0.416972800
## [676]  1.536022202 -1.840436503  3.179580315  4.704683346  2.450427510
## [681] -0.724045011  3.851248702  1.822044360 -1.275578747  0.244074132
## [686]  0.700799245 -1.279224973  2.642560857 -1.851757581  0.319046249
## [691]  0.448874325  3.096727796  2.575253037 -2.089992800  6.988994213
## [696]  0.327391347  0.221656724  0.012155373  0.391957398  2.358339250
## [701]  1.933449995  3.193759233  3.582571526  2.820146786  2.664087919
## [706] -0.125608890 -1.567333010  0.625883581  6.500561728  1.219774303
## [711] -1.046591561  5.449905342 -0.001188612  1.118102625  0.420564221
## [716]  0.592260830  1.259150920 -1.654667513  0.043121588  1.476170269
## [721] -1.155391001  0.532049460  2.325745254  0.652288046  0.586943861
## [726] -0.210410105  0.116346884  1.705126160 -1.845501461 -0.249259308
## [731]  0.385543883 -0.158308094  1.180639981  0.979132814  0.706941544
## [736]  2.117242011  1.854322999 -2.312112869  4.035208712 -0.040197901
## [741]  1.704611751  2.220460099  1.383609493  1.055199228 -1.888911186
## [746] -0.221411546  2.482930352  3.313533798  0.472035697  0.716996531
## [751]  1.070876340  4.702546872 -2.069227729 -0.162136842  1.933530090
## [756]  4.421404316  3.217259315  0.785673897  0.589098439  2.194199753
## [761]  2.556813733 -0.944143119  1.343123450  1.407062140 -0.399371130
## [766]  2.035233612  0.123420916  2.862633224  4.861682714  4.911122677
## [771]  2.216947858  4.268268427 -0.671722340  1.082772559 -0.078164109
## [776]  0.061024132  4.016487756  4.444321343  3.366828225  1.115372169
## [781] -0.717930669  4.068807573 -1.981488675  1.076413566 -0.109517260
## [786] -1.351885780  3.020510193  1.254816418  2.073287069  0.043729551
## [791]  1.025479964  2.899324501  0.312726432 -0.241229644  1.131647704
## [796] -0.285913633  0.050791993  0.541798194 -1.060699344  0.098223491
## [801]  2.824315662  3.703005261 -0.089863563  3.055857781  6.325069982
## [806] -1.378241750  3.200822916 -0.499496031  0.572691595  0.903261622
## [811]  2.092370250  0.189576676  7.128640027  4.023984809  0.386640824
## [816]  1.725737896 -1.182814898 -0.163795674  0.557234723 -0.182659382
## [821]  3.583478279  1.910119251 -1.397373734  1.101607493  1.296895247
## [826] -1.624535758 -2.265215919 -1.315583784  0.065097974  2.718592225
## [831]  2.054303867 -2.671785399  0.029936306 -0.528461107  3.204017996
## [836]  0.617939396  7.478838503  2.935991790  0.021478631 -1.184122709
## [841] -2.420897440  0.234480252  0.958255234  0.573301415  0.572330322
## [846]  3.392116991 -0.709670912  4.112407819  0.427507362  0.617557725
## [851]  1.382815359 -0.645388855 -0.542322280  2.326113044 -0.343909483
## [856]  5.414001215  3.587816203  1.681821607 -1.249942414  2.737685113
## [861]  3.882801770 -2.155503662  0.884724832 -0.652786245  2.522405849
## [866]  3.430659622  6.581184302 -0.795440846  2.959869739  0.001651026
## [871]  4.637884578  1.151884499 -1.198065694  0.665281891  0.705842816
## [876]  0.397096262  2.149179698  2.158994580  3.562259367  0.253963537
## [881]  6.043016652  3.440207831  1.306786105  4.060524502  1.337817949
## [886] -1.748576448  2.648973008  0.676346417 -1.106787095  0.061387145
## [891]  0.315353248  0.889175659  3.631705071  4.911081171  1.770735545
## [896] -0.114564832  0.273425113  0.682071808  0.648049242  0.487283856
library(factoextra)
## Loading required package: ggplot2
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa

library(corrplot)
## corrplot 0.92 loaded
library(devtools)
## Loading required package: usethis
library(FactoMineR)
library(psych)
## 
## Attaching package: 'psych'
## 
## The following objects are masked from 'package:ggplot2':
## 
##     %+%, alpha
## 
## The following object is masked from 'package:car':
## 
##     logit
library(vctrs)

var<-get_pca_var(raisin_data_pca)
var
## Principal Component Analysis Results for variables
##  ===================================================
##   Name       Description                                    
## 1 "$coord"   "Coordinates for the variables"                
## 2 "$cor"     "Correlations between variables and dimensions"
## 3 "$cos2"    "Cos2 for the variables"                       
## 4 "$contrib" "contributions of the variables"
raisin_data_pca
## Standard deviations (1, .., p=7):
## [1] 2.19824671 1.20548266 0.79274805 0.23837893 0.14767623 0.08018847 0.03178852
## 
## Rotation (n x k) = (7 x 7):
##                         PC1         PC2          PC3        PC4         PC5
## Area             0.44828422 -0.11609991  0.005483783 -0.1111391 -0.61104765
## MajorAxisLength  0.44323980  0.13658724 -0.100547975  0.4952046  0.08757032
## MinorAxisLength  0.38938118 -0.37492246  0.236043538 -0.6558767  0.38457775
## Eccentricity     0.20297098  0.61082321 -0.628522057 -0.4262986  0.07510412
## ConvexArea       0.45093833 -0.08761633  0.036672403  0.0558117 -0.39241075
## Extent          -0.05636836 -0.66734439 -0.731980930  0.1090526  0.05685884
## Perimeter        0.45082374  0.03417227  0.044300766  0.3398651  0.55515080
##                         PC6         PC7
## Area             0.09983439  0.62436686
## MajorAxisLength  0.68557712 -0.22772863
## MinorAxisLength  0.23903320 -0.12995283
## Eccentricity    -0.05356014 -0.02044403
## ConvexArea      -0.47120104 -0.63914127
## Extent          -0.02345199  0.00161639
## Perimeter       -0.48726906  0.36399975
# Correlation
pairs.panels(raisin_data[,1:7],
             gap = 0,
             bg = c("red", "blue")[raisin_data$Class],
             pch=21)

##Minor Axis Length and Area have a positive correlation of 0.91 whereas Extent and Area have a negative correlation of -0.01

pairs.panels(raisin_data_pca$x,
             gap=0,
             bg = c("red", "blue")[raisin_data$Class],
             pch=21)

fviz_eig(raisin_data_pca, addlabels = TRUE)

###First dimension shows the highest variance at 69% and the percentage decreases with the no. of dimensions

fviz_pca_var(raisin_data_pca,col.var = "cos2",
             gradient.cols = c("#FFCC00", "#CC9933", "#660033", "#330033"),
             repel = TRUE)

##Quality of representation
head(var$cos2)
##                      Dim.1      Dim.2        Dim.3        Dim.4        Dim.5
## Area            0.97109063 0.01958780 1.889866e-05 0.0007018902 8.142754e-03
## MajorAxisLength 0.94935877 0.02711079 6.353558e-03 0.0139349408 1.672380e-04
## MinorAxisLength 0.73266049 0.20427012 3.501504e-02 0.0244444415 3.225444e-03
## Eccentricity    0.19907684 0.54219186 2.482627e-01 0.0103267491 1.230124e-04
## ConvexArea      0.98262357 0.01115558 8.451798e-04 0.0001770053 3.358172e-03
## Extent          0.01535408 0.64717533 3.367208e-01 0.0006757833 7.050454e-05
##                        Dim.6        Dim.7
## Area            6.408910e-05 3.939310e-04
## MajorAxisLength 3.022293e-03 5.240537e-05
## MinorAxisLength 3.674010e-04 1.706522e-05
## Eccentricity    1.844622e-05 4.223511e-07
## ConvexArea      1.427698e-03 4.127948e-04
## Extent          3.536579e-06 2.640175e-09
corrplot(var$cos2,is.corr=FALSE)

###Convex Area has the highest presence in the 1st dimension whereas Eccentricity has the highest presence in the 2nd dimension

# Color by cos2 values: quality on the factor map
fviz_pca_var(raisin_data_pca, col.var = "cos2",
             gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), 
             repel = TRUE # Avoid text overlapping
)

#Contributions of variables to PCs
head(var$contrib, 4)
##                     Dim.1     Dim.2        Dim.3     Dim.4      Dim.5
## Area            20.095874  1.347919  0.003007188  1.235189 37.3379225
## MajorAxisLength 19.646152  1.865608  1.010989518 24.522764  0.7668561
## MinorAxisLength 15.161770 14.056685  5.571655160 43.017424 14.7900045
## Eccentricity     4.119722 37.310499 39.503997598 18.173054  0.5640629
##                      Dim.6       Dim.7
## Area             0.9966905 38.98339766
## MajorAxisLength 47.0015983  5.18603288
## MinorAxisLength  5.7136873  1.68877382
## Eccentricity     0.2868689  0.04179585
corrplot(var$contrib, is.corr=FALSE)   

fviz_pca_var(raisin_data_pca, col.var = "contrib",
             gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07")
)

##Major Axis Length , Perimeter,Minor Axis Length are more closely related to each pther as compared to Eccentricity and Extent which are present far off

# Contributions of variables to PC1
fviz_contrib(raisin_data_pca, choice = "var", axes = 1, top = 10)

##Extent has the lowest contribution to Dimension 1 and Convex Area has the highest contribution.

# Contributions of variables to PC2
fviz_contrib(raisin_data_pca, choice = "var", axes = 2, top = 10)

fviz_contrib(raisin_data_pca, choice = "var", axes = 1:2, top = 10)

#Graphs of individuals

ind <- get_pca_ind(raisin_data_pca)
ind
## Principal Component Analysis Results for individuals
##  ===================================================
##   Name       Description                       
## 1 "$coord"   "Coordinates for the individuals" 
## 2 "$cos2"    "Cos2 for the individuals"        
## 3 "$contrib" "contributions of the individuals"
# Coordinates of individuals
head(ind$coord)
##         Dim.1      Dim.2      Dim.3       Dim.4       Dim.5       Dim.6
## 1  0.07695107 -0.4530762 -1.0886089  0.02677384  0.14130792 -0.01305046
## 2 -0.47511173  0.4451209  0.0163634 -0.11588016  0.12192770 -0.01380135
## 3  0.37190213  0.8015625  0.7860500 -0.26481536  0.06215554  0.04339440
## 4 -2.62098767 -0.3023955  0.4824528  0.09954147 -0.11526674 -0.04226070
## 5 -0.96151922 -2.9661138  0.4519030  0.29971631  0.17567361  0.05243930
## 6 -2.17195550  0.9238982  0.3449905 -0.12934240 -0.13916468 -0.03884966
##          Dim.7
## 1  0.003705580
## 2  0.005668952
## 3  0.007204504
## 4  0.013379086
## 5  0.006945311
## 6 -0.008369549
# Quality of individuals
head(ind$cos2)
##        Dim.1     Dim.2        Dim.3        Dim.4       Dim.5        Dim.6
## 1 0.00417847 0.1448540 0.8362415311 0.0005058356 0.014090323 0.0001201821
## 2 0.49868951 0.4377182 0.0005915423 0.0296658593 0.032843050 0.0004208059
## 3 0.09379487 0.4357089 0.4190078126 0.0475563016 0.002619880 0.0012769950
## 4 0.95160458 0.0126671 0.0322430565 0.0013725706 0.001840495 0.0002474002
## 5 0.09199145 0.8754012 0.0203199205 0.0089382458 0.003070751 0.0002736184
## 6 0.82361389 0.1490287 0.0207795520 0.0029208124 0.003381270 0.0002635095
##          Dim.7
## 1 9.689477e-06
## 2 7.099770e-05
## 3 3.519897e-05
## 4 2.479588e-05
## 5 4.799710e-06
## 6 1.222998e-05
# Contributions of individuals
head(ind$contrib)
##          Dim.1       Dim.2        Dim.3       Dim.4      Dim.5       Dim.6
## 1 0.0001361551 0.015695603 2.095226e-01 0.001401662 0.10173475 0.002942966
## 2 0.0051903439 0.015149262 4.734065e-05 0.026256690 0.07574275 0.003291370
## 3 0.0031802551 0.049125874 1.092415e-01 0.137122305 0.01968321 0.032538765
## 4 0.1579554374 0.006991755 4.115255e-02 0.019374472 0.06769309 0.030860793
## 5 0.0212579103 0.672684118 3.610585e-02 0.175647729 0.15723505 0.047516820
## 6 0.1084692091 0.065265516 2.104270e-02 0.032711739 0.09867209 0.026080028
##         Dim.7
## 1 0.001509835
## 2 0.003533642
## 3 0.005707227
## 4 0.019682029
## 5 0.005303962
## 6 0.007702311
fviz_pca_ind(raisin_data_pca, col.ind = "cos2", 
             gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"),
             repel = TRUE # Avoid text overlapping (slow if many points)
)

fviz_pca_ind(raisin_data_pca,
             geom.ind = "point", # show points only (nbut not "text")
             col.ind = raisin_data$Class, # color by groups
             palette = c("#00AFBB", "#E7B800", "#FC4E07"),
             addEllipses = TRUE, # Concentration ellipses
             legend.title = "Groups"
)

ind.p <- fviz_pca_ind(raisin_data_pca, geom = "point", col.ind = raisin_data$Class)
ggpubr::ggpar(ind.p,
              title = "Principal Component Analysis",
              subtitle = "Raisin data set",
              xlab = "PC1", ylab = "PC2",
              legend.title = "Class", legend.position = "top",
              ggtheme = theme_gray(), palette = "jco"
)

##Shows the distribution of both the Classes of Raisins in PC1 and PC2

library(Hotelling)
## Loading required package: corpcor
t2testraisin <- hotelling.test(Area + MajorAxisLength + MinorAxisLength + Eccentricity + ConvexArea+ Extent + Perimeter  ~ Class, data=raisin_data)
# Output of the function hotelling.test is given
cat("T2 statistic =",t2testraisin$stat[[1]],"\n")
## T2 statistic = 943.1467
print(t2testraisin)
## Test stat:  943.15 
## Numerator df:  7 
## Denominator df:  892 
## P-value:  0
#  T2 statistic is located in the first element of the list "stat"

# ANOVA
summary(aov(Area ~ Class))
##              Df    Sum Sq   Mean Sq F value Pr(>F)    
## Class         1 5.354e+11 5.354e+11   577.8 <2e-16 ***
## Residuals   898 8.321e+11 9.266e+08                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(MajorAxisLength ~ Class))
##              Df  Sum Sq Mean Sq F value Pr(>F)    
## Class         1 5485531 5485531   744.3 <2e-16 ***
## Residuals   898 6618739    7371                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(MinorAxisLength ~ Class))
##              Df  Sum Sq Mean Sq F value Pr(>F)    
## Class         1  568616  568616   304.3 <2e-16 ***
## Residuals   898 1677887    1868                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(Eccentricity ~ Class))
##              Df Sum Sq Mean Sq F value Pr(>F)    
## Class         1  1.410  1.4101   213.8 <2e-16 ***
## Residuals   898  5.923  0.0066                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(ConvexArea ~ Class))
##              Df    Sum Sq   Mean Sq F value Pr(>F)    
## Class         1 5.848e+11 5.848e+11   577.4 <2e-16 ***
## Residuals   898 9.095e+11 1.013e+09                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(ConvexArea ~ Class))
##              Df    Sum Sq   Mean Sq F value Pr(>F)    
## Class         1 5.848e+11 5.848e+11   577.4 <2e-16 ***
## Residuals   898 9.095e+11 1.013e+09                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(Extent ~ Class))
##              Df Sum Sq Mean Sq F value   Pr(>F)    
## Class         1 0.0615 0.06150   22.02 3.13e-06 ***
## Residuals   898 2.5086 0.00279                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary(aov(Perimeter ~ Class))
##              Df   Sum Sq  Mean Sq F value Pr(>F)    
## Class         1 29883847 29883847   715.7 <2e-16 ***
## Residuals   898 37493417    41752                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
# mahalanobis
library(stats)

raisin_x <- raisin_data[, 1:7]
raisin_x
## # A tibble: 900 × 7
##     Area MajorAxisLength MinorAxisLength Eccentricity ConvexArea Extent Perime…¹
##    <dbl>           <dbl>           <dbl>        <dbl>      <dbl>  <dbl>    <dbl>
##  1 87524            442.            253.        0.820      90546  0.759    1184.
##  2 75166            407.            243.        0.802      78789  0.684    1122.
##  3 90856            442.            266.        0.798      93717  0.638    1209.
##  4 45928            287.            209.        0.685      47336  0.700     844.
##  5 79408            352.            291.        0.564      81463  0.793    1073.
##  6 49242            318.            200.        0.777      51368  0.658     882.
##  7 42492            310.            176.        0.823      43904  0.666     824.
##  8 60952            332.            235.        0.706      62329  0.744     933.
##  9 42256            323.            173.        0.845      44743  0.698     850.
## 10 64380            367.            228.        0.784      66125  0.664     982.
## # … with 890 more rows, and abbreviated variable name ¹​Perimeter
raisin_cm <- colMeans(raisin_x)
raisin_S <- cov(raisin_x)
raisin_d <- apply(raisin_x, MARGIN = 1, function(raisin_x)t(raisin_x - raisin_cm) %*% solve(raisin_S) %*% (raisin_x - raisin_cm))
raisin_cm
##            Area MajorAxisLength MinorAxisLength    Eccentricity      ConvexArea 
##    8.780413e+04    4.309300e+02    2.544881e+02    7.815422e-01    9.118609e+04 
##          Extent       Perimeter 
##    6.995079e-01    1.165907e+03
raisin_S
##                          Area MajorAxisLength MinorAxisLength  Eccentricity
## Area             1.521165e+09    4.221378e+06    1.767671e+06  1.183972e+03
## MajorAxisLength  4.221378e+06    1.346415e+04    4.222916e+03  6.116279e+00
## MinorAxisLength  1.767671e+06    4.222916e+03    2.498890e+03 -1.249887e-01
## Eccentricity     1.183972e+03    6.116279e+00   -1.249887e-01  8.157415e-03
## ConvexArea       1.583600e+09    4.470629e+06    1.825348e+06  1.282186e+03
## Extent          -2.815116e+01   -1.264820e+00    3.884178e-01 -1.743625e-03
## Perimeter        1.026472e+07    3.106672e+04    1.132335e+04  1.107340e+01
##                    ConvexArea        Extent     Perimeter
## Area             1.583600e+09 -2.815116e+01  1.026472e+07
## MajorAxisLength  4.470629e+06 -1.264820e+00  3.106672e+04
## MinorAxisLength  1.825348e+06  3.884178e-01  1.132335e+04
## Eccentricity     1.282186e+03 -1.743625e-03  1.107340e+01
## ConvexArea       1.662135e+09 -1.194617e+02  1.090014e+07
## Extent          -1.194617e+02  2.858848e-03 -2.538891e+00
## Perimeter        1.090014e+07 -2.538891e+00  7.494690e+04
raisin_d
##   [1]   2.9964922   1.1629026   3.2093919   3.0933912  10.0417630   3.2394924
##   [7]   5.7776584   2.0601676   5.3060711   3.5013016   1.2294994   4.0224884
##  [13]   4.6240523  13.7289447   1.0046255  10.4307990   4.6671726   1.4399008
##  [19]   4.7985646   2.8496347   1.7333232   1.1281748   2.9177732  31.9595103
##  [25]   3.8386825   1.4637077   7.6420579   0.8411120  12.8676402   2.5973050
##  [31]   2.2193332   5.7808469   2.3119931   1.5175102  49.4385355  17.6081708
##  [37]   3.7228613   5.1138344   1.0015128   5.0306319   6.1884694   1.0893897
##  [43]   2.3926911  16.4388892   2.5069194   5.0155308   1.1487882  14.1066630
##  [49]   4.6915779   2.0574406   4.8762744   1.6498883   4.9499783   6.3891179
##  [55]   2.6059653   2.7352447   3.6238399   1.9323357  10.6974772  21.3459582
##  [61]   1.2201180   2.5289477   2.0149002   2.6191864   1.6625462   1.4232515
##  [67]   1.8743540   2.4899160   2.8594846   1.0469514   2.6865781   3.9113735
##  [73]   2.2257316   1.1704157   1.5842065   1.6706609   1.5726192   3.7318862
##  [79]   4.0686844   5.6302937   1.7636566   2.0342547   2.3816689  12.0997037
##  [85]   0.7199786  91.5463459   3.6840639   6.2288926   7.7818167   1.9609623
##  [91]   2.0875616   1.2505728   1.3582664   2.3223812   2.4288155   6.0333255
##  [97]   6.6018254   2.4588251   2.7535916   8.4276189   3.0131432   2.2922240
## [103]   3.8902865   4.9959080   0.7358428   4.8277827  23.8794778   3.1771439
## [109]   2.0023697   3.4233265  11.2999002   8.7697053   2.6445341  11.4823638
## [115]   2.7715428   1.0594669   4.5613796   4.1652579   1.5922231   2.9015939
## [121]   2.2690741   1.8562058   4.7632105   1.6794629   4.6423052   2.8455278
## [127]  12.2749197   8.5503731   2.3131553   2.9512669   3.9731096   2.1265772
## [133]   3.1513078   1.4702861   1.6401008   2.5927868   2.9794161   3.2355198
## [139]   3.6321502   4.9294292   5.9609251   3.3090136   1.4692496   2.5703479
## [145]   2.3057950   1.2008345   0.6716986   1.7006088   5.6123932   2.2500752
## [151]   6.4260832   3.3173822   1.9787216   3.9578555   2.1923008   1.8324782
## [157]  53.0988638   1.7435790  12.3949339   7.9227727   2.8063892   3.0452892
## [163]   0.6134483   2.6872675   4.5256387   2.8081805   2.7183585   5.5765973
## [169]   1.4114403   3.8040540   2.2673578   2.9405361   1.2076217   5.6298303
## [175]   2.9128357   2.0073216   5.5635340   3.7113155  12.4774017   2.9827480
## [181]   0.9123547   1.8066931   3.0880239   5.5114026   5.8895977   4.2282703
## [187]  14.6635950   2.4525597   1.0323661   3.2161687   4.5365091   5.8085628
## [193]  35.8191727   3.3514807   7.2986796   2.9028646   2.4938760  26.8042644
## [199]   1.1793786   3.3284574   2.6678295   3.2476061   1.7773619   3.3367566
## [205]   1.3970264   1.9353991   6.3249327   0.7957407   6.6508892   4.9062551
## [211]   4.0573445   6.6747419   5.7398647   1.0794937   2.8358349   2.9026961
## [217]   5.5163592   3.5420468   2.1772027   3.4325769   6.3522511   2.3981763
## [223]  12.2049375   1.9254027   3.5955683   1.5816842   1.8477498   0.8825853
## [229]  10.9162238   3.2054617   1.6650628  13.7044873   0.9910381  10.2322196
## [235]   3.9917223  22.3515924  15.4406383   2.9399598  12.1641134   5.0061056
## [241]   1.4848841   6.3071244   1.4756790   3.4594249   4.7623215   1.8689146
## [247]   8.4620618   1.4369597   2.2496202   2.2319152   5.2581961  18.9711763
## [253]   7.8816632  21.9743860   1.7437147   4.6846182   5.6978036   6.2477423
## [259]   4.9375941   7.2144135   0.6325323   2.1588581   5.6452253   4.7912867
## [265]   0.7652323   1.6988157   4.1824496   2.2279481   3.7712846   2.8120948
## [271]   4.0616209   4.5331046   4.9926194   1.6115693   6.5069407  22.7596942
## [277]   1.9015982   5.4933890   5.0789621   1.9278502   2.2412356   3.8407569
## [283]   2.1563571   0.9861534   1.5035695   1.1236038   3.4613497   1.6428559
## [289]   1.9769439   2.1788878 108.9140433   3.1512749   3.4131989   1.5606800
## [295]   1.7568331   3.9049917   6.6688900  11.3259764   4.7952902   7.6389730
## [301]   3.4613970   2.7611692   1.0962531   1.5083150   0.8004295   3.6509539
## [307]  10.8486059   3.6073725   3.0128393   8.9328316   2.7556949   7.4389831
## [313]   3.9771850  10.6608237   3.0011647   6.1503768  30.5765146   7.0964909
## [319]   7.2918116   1.2895756   2.7586660   1.2005947   5.2490289   0.7458435
## [325]   1.4597796   9.7093972   1.6036972   3.3090468   1.6293543   1.4561808
## [331]   3.2815627   2.3195501   5.6826042   1.0919189  11.7315628   9.8565997
## [337]   3.1943884   1.8182078   1.4426778   6.3676464   5.3074117   2.9513442
## [343]   3.7711515   3.2881018   1.4458275   1.7263207   4.3742629   1.0780583
## [349]   1.3762103   2.6126008   3.5802144   2.3565762   6.1325915   3.6452440
## [355]   2.3639559   1.4441348  22.2236140   2.6156783   0.7847918   1.6457387
## [361]   5.1280505   4.5364554   2.8425251   3.6073212   3.3227701   2.5075143
## [367]   2.9619143   1.8685578   3.1637430   1.0134847  12.1240638   2.0227375
## [373]  12.7409828   4.1327330   1.7425307   7.5307156   4.4328072   6.3257734
## [379]   6.6146128   2.0018401   1.2996117  16.4261576  18.3810118   0.8093609
## [385]   1.2448230   2.7550245   3.6118552   2.7624067   3.8547735   4.9249849
## [391]   2.9482972   2.1496641   2.1964185   2.0594390   0.9146617  12.9610339
## [397]   2.5761217   2.0345881   2.1174214   2.6205662   3.4733389  10.2148917
## [403]   4.6114226   2.3680071   2.3534981   2.3400179   2.7947977   1.7097109
## [409]   2.2050551   2.3893819   1.1751658   3.2386841   1.3434503   2.6863958
## [415]   8.3354287   2.2917865  12.9887965   4.2385078   1.2834017   1.9924953
## [421]  10.0186076   6.6644445   9.0376816   5.3686404   5.3064499   4.3977825
## [427]   2.6412441   5.2229708   4.9047915   1.5241958   2.3590407   2.0127937
## [433]   2.7671676   1.5952820   3.5045411  20.0189426   1.1015097   1.1881500
## [439]   2.6717031  11.3803640   1.8590919   1.3924864   2.3947167   2.0437445
## [445]   1.5303143   4.3826671   3.3927998   5.0468776   8.9700471  10.1568487
## [451]  14.5482178   3.9764522   3.0618629   1.7716401   4.7912007   5.6066631
## [457]   5.7075226   4.4909812  16.6687310  18.4484691   2.8764198  17.0295161
## [463]  23.3431413  14.1284039  11.9222730   1.5138218  13.5552743  19.2052315
## [469]   6.9132035  21.9277713   2.2389690   4.9849954   1.1023342   6.9084476
## [475]   1.5573115  10.5611267   2.2595746   4.1632160   7.6342541  47.5752880
## [481]   7.1588827   2.9100172   2.6878073  16.5452512  14.4052923   1.4783305
## [487]   2.6500892 298.8028972   7.2450935   3.9388315  19.3514137   1.0166507
## [493]   1.9568718   1.2872470   2.6506066   2.6003682   5.0077588   1.0995979
## [499]  19.2082206   2.2113987  17.7332529   8.3285984   2.0561339   3.8048404
## [505]  10.6056301   7.4043427 172.3225269  25.1310356  15.9633302  23.6140308
## [511]   6.5232263   6.1453569   2.8973100   3.0912429   7.0687333  14.0836785
## [517]  20.2668169   1.1883836   5.3233926   1.7788218   6.6939111   1.8283119
## [523]  13.7230083   2.4418262   2.7295949   4.7575443   1.9276848   7.8651717
## [529]   4.8989873   5.5001097  19.6282427   9.2252945   4.7474906   4.7346231
## [535]  16.7951134   2.2513091  20.5887515   2.6687465   6.0497562  11.2392753
## [541]  31.1874113  19.5874028   3.3895054   5.3484884   9.2574506   3.2432827
## [547]  11.8967954   5.9553099  10.9763732   3.1455489   3.5842409   4.9615561
## [553]  29.0325825   1.1000750   2.2717210   2.5472143   3.0686318   5.0379890
## [559]   6.0380239   5.9880810  11.3657474   3.3503327   6.7483301   4.1304164
## [565]   4.0269334   2.4250059   4.3133482   5.5190569   6.0502675   2.5800330
## [571]   4.8134614   3.1922532   1.6970302  18.4882930  31.3572310   6.4938137
## [577]   3.7836555   2.6217748   2.9282330  17.5080059  27.9578290  24.3439344
## [583]   4.0862471   2.3212919   1.6945109   2.6843045   8.4157143   3.6395991
## [589]   4.8949258   5.3598621  13.0029302   1.9824083   3.6730102   2.0897996
## [595]   1.9200789   5.7069410   2.6617153   2.2389755   4.7508483  10.7631181
## [601]  12.4715060   8.8550523   5.0866251   2.1801978   4.9825910   8.5633446
## [607]   5.1236431   4.5321254  13.2164566   2.8694795   2.9795256   1.9492541
## [613]  10.2903619   3.8097230   1.2665085   3.3455729  20.8907353   3.4348819
## [619]   3.0702301   3.6345731   3.7545702   4.5527611  17.6112464  14.2684769
## [625]   8.6221085   2.2506207  10.4637542   4.0934374   2.9251759   7.8254738
## [631]   1.2333982   1.9531558   1.8350779   2.4207101  24.5712395   1.0235463
## [637]   3.2657725   8.4418461   1.2561181  27.7705956   2.6408392   2.8820469
## [643]   1.6522475   1.7694739   4.0771136   2.1064063   2.4475055   1.9590414
## [649]   1.7189639   2.0884917  16.2558796   1.8541662   2.1571250   2.7428889
## [655]   8.0443793   1.1860054  18.4663342  19.3279026   1.4764600   1.8757735
## [661]   2.3889363   7.0487899   5.0286958   1.0185773   5.2978434   1.6210175
## [667]  11.3900810   5.4293729  23.9892871   5.6058641   8.6428929  11.4269200
## [673]   2.3376607   3.4010756   2.4520443   2.1626995   3.0224133   5.3595906
## [679]  12.6464831   7.0520057   1.7826815   8.4638530  20.1311522   3.1850636
## [685]   2.4702549   4.7266484   8.6022726   9.6482717   6.2940239   1.6585723
## [691]   4.9042598  15.3046878  16.4128551   3.9975835 134.8075100   4.2945817
## [697]   1.6921547   4.3205513   1.9697324   5.9973339   6.5221582   6.5159728
## [703]   6.4716992   4.0681749   8.1757573   1.3956731   2.6233247   4.2731376
## [709]  30.8698693   1.5349007   3.8501184  21.8411900   4.7347934   1.9377853
## [715]   6.2257663   5.0089937  11.7692518   2.4401572   2.5451528   1.4938259
## [721]   0.8078223   1.7101994  43.6156436   2.4599477   1.3122044   0.9313914
## [727]   1.4620047   2.7157026   2.2907099   2.3179159   4.0556147   2.3927191
## [733]   6.5123381   2.3058362   3.9053142   8.2924104   6.1740368   2.7742721
## [739]   5.8489321   1.3734015   9.5251133  22.4776786   4.0868762   6.8460162
## [745]   2.9384478   3.9225213  12.0193766  14.5391810  18.5129916   1.0901241
## [751]   1.7832072  12.1143773   5.0852177   1.6472602  12.6510563   9.0264874
## [757]   6.4225032   1.6953387   9.2247345   3.8255407   3.8625596   5.8174855
## [763]   6.8623286   3.4361225   3.6839575   5.0891949   1.3831132  12.6025809
## [769]  18.7188155  23.9636082   4.2307353  10.8016683   5.9445935   4.6939430
## [775]   6.6804565   3.0471024   8.2475151  16.5720938   3.3583386   4.5552320
## [781]   2.2242476   6.8028016   6.7328448   4.8558817   2.6960247   0.9626011
## [787]   5.0809218   3.2963093   2.3153700   1.8904985   3.8670596  20.7544735
## [793]   2.4430961   3.6766354   1.7803106   7.8978291   2.3556744   3.9547629
## [799]   0.9644492   2.4784651   4.8056234   8.2251507  19.6756298   9.5476966
## [805]  31.9023318   3.9041762   4.1938689   3.4078723   1.7787138   5.4990460
## [811]   3.2038267   3.7272619  42.5224712  38.9951285   4.9537062   1.1971728
## [817]   0.6978605   2.9264958   3.1276661   2.6354168   7.5554581   2.2489108
## [823]   7.9047966   2.3932577   2.8112912   1.0049166   5.5405178   9.1379719
## [829]   7.1111721  29.3977846   2.5274273  11.1992710   4.6485907   6.9636608
## [835]   3.8758084   5.9515662 135.5484290   3.6241193   3.3923408   2.7519743
## [841]   2.9870414   2.6985564   3.6882730   1.2527564   6.4459797   3.3408301
## [847]   1.1381618   6.9184243   5.1990476   5.8567489   4.6158427   0.8825463
## [853]   5.5459305   3.6802740   3.0192476  26.6928408  11.0934254  10.2970513
## [859]   4.9392436   2.5896747   7.5664806   6.2067543   4.6893033   4.2188971
## [865]   3.2869861   5.8577256  34.2390726   3.8676336   5.0265699   2.7325231
## [871]  15.4300568   2.5785505   1.3504810   1.4119404   5.2490522   7.1372627
## [877]   3.4396634   2.5939208   5.1552252   4.9465150 101.4055452   5.7763883
## [883]   1.4684715   9.1551025   2.0474057   4.0359503   5.0187316   2.4534008
## [889]   1.4577341   8.8335680   2.3062967   4.9256187   9.6824333  13.4159284
## [895]   4.4486499   2.5543127   3.2500653   7.8043992   1.3100711   7.9519986
raisin_MD <- mahalanobis(raisin_x, raisin_cm, raisin_S)
raisin_MD
##   [1]   2.9964922   1.1629026   3.2093919   3.0933912  10.0417630   3.2394924
##   [7]   5.7776584   2.0601676   5.3060711   3.5013016   1.2294994   4.0224884
##  [13]   4.6240523  13.7289447   1.0046255  10.4307990   4.6671726   1.4399008
##  [19]   4.7985646   2.8496347   1.7333232   1.1281748   2.9177732  31.9595103
##  [25]   3.8386825   1.4637077   7.6420579   0.8411120  12.8676402   2.5973050
##  [31]   2.2193332   5.7808469   2.3119931   1.5175102  49.4385355  17.6081708
##  [37]   3.7228613   5.1138344   1.0015128   5.0306319   6.1884694   1.0893897
##  [43]   2.3926911  16.4388892   2.5069194   5.0155308   1.1487882  14.1066630
##  [49]   4.6915779   2.0574406   4.8762744   1.6498883   4.9499783   6.3891179
##  [55]   2.6059653   2.7352447   3.6238399   1.9323357  10.6974772  21.3459582
##  [61]   1.2201180   2.5289477   2.0149002   2.6191864   1.6625462   1.4232515
##  [67]   1.8743540   2.4899160   2.8594846   1.0469514   2.6865781   3.9113735
##  [73]   2.2257316   1.1704157   1.5842065   1.6706609   1.5726192   3.7318862
##  [79]   4.0686844   5.6302937   1.7636566   2.0342547   2.3816689  12.0997037
##  [85]   0.7199786  91.5463459   3.6840639   6.2288926   7.7818167   1.9609623
##  [91]   2.0875616   1.2505728   1.3582664   2.3223812   2.4288155   6.0333255
##  [97]   6.6018254   2.4588251   2.7535916   8.4276189   3.0131432   2.2922240
## [103]   3.8902865   4.9959080   0.7358428   4.8277827  23.8794778   3.1771439
## [109]   2.0023697   3.4233265  11.2999002   8.7697053   2.6445341  11.4823638
## [115]   2.7715428   1.0594669   4.5613796   4.1652579   1.5922231   2.9015939
## [121]   2.2690741   1.8562058   4.7632105   1.6794629   4.6423052   2.8455278
## [127]  12.2749197   8.5503731   2.3131553   2.9512669   3.9731096   2.1265772
## [133]   3.1513078   1.4702861   1.6401008   2.5927868   2.9794161   3.2355198
## [139]   3.6321502   4.9294292   5.9609251   3.3090136   1.4692496   2.5703479
## [145]   2.3057950   1.2008345   0.6716986   1.7006088   5.6123932   2.2500752
## [151]   6.4260832   3.3173822   1.9787216   3.9578555   2.1923008   1.8324782
## [157]  53.0988638   1.7435790  12.3949339   7.9227727   2.8063892   3.0452892
## [163]   0.6134483   2.6872675   4.5256387   2.8081805   2.7183585   5.5765973
## [169]   1.4114403   3.8040540   2.2673578   2.9405361   1.2076217   5.6298303
## [175]   2.9128357   2.0073216   5.5635340   3.7113155  12.4774017   2.9827480
## [181]   0.9123547   1.8066931   3.0880239   5.5114026   5.8895977   4.2282703
## [187]  14.6635950   2.4525597   1.0323661   3.2161687   4.5365091   5.8085628
## [193]  35.8191727   3.3514807   7.2986796   2.9028646   2.4938760  26.8042644
## [199]   1.1793786   3.3284574   2.6678295   3.2476061   1.7773619   3.3367566
## [205]   1.3970264   1.9353991   6.3249327   0.7957407   6.6508892   4.9062551
## [211]   4.0573445   6.6747419   5.7398647   1.0794937   2.8358349   2.9026961
## [217]   5.5163592   3.5420468   2.1772027   3.4325769   6.3522511   2.3981763
## [223]  12.2049375   1.9254027   3.5955683   1.5816842   1.8477498   0.8825853
## [229]  10.9162238   3.2054617   1.6650628  13.7044873   0.9910381  10.2322196
## [235]   3.9917223  22.3515924  15.4406383   2.9399598  12.1641134   5.0061056
## [241]   1.4848841   6.3071244   1.4756790   3.4594249   4.7623215   1.8689146
## [247]   8.4620618   1.4369597   2.2496202   2.2319152   5.2581961  18.9711763
## [253]   7.8816632  21.9743860   1.7437147   4.6846182   5.6978036   6.2477423
## [259]   4.9375941   7.2144135   0.6325323   2.1588581   5.6452253   4.7912867
## [265]   0.7652323   1.6988157   4.1824496   2.2279481   3.7712846   2.8120948
## [271]   4.0616209   4.5331046   4.9926194   1.6115693   6.5069407  22.7596942
## [277]   1.9015982   5.4933890   5.0789621   1.9278502   2.2412356   3.8407569
## [283]   2.1563571   0.9861534   1.5035695   1.1236038   3.4613497   1.6428559
## [289]   1.9769439   2.1788878 108.9140433   3.1512749   3.4131989   1.5606800
## [295]   1.7568331   3.9049917   6.6688900  11.3259764   4.7952902   7.6389730
## [301]   3.4613970   2.7611692   1.0962531   1.5083150   0.8004295   3.6509539
## [307]  10.8486059   3.6073725   3.0128393   8.9328316   2.7556949   7.4389831
## [313]   3.9771850  10.6608237   3.0011647   6.1503768  30.5765146   7.0964909
## [319]   7.2918116   1.2895756   2.7586660   1.2005947   5.2490289   0.7458435
## [325]   1.4597796   9.7093972   1.6036972   3.3090468   1.6293543   1.4561808
## [331]   3.2815627   2.3195501   5.6826042   1.0919189  11.7315628   9.8565997
## [337]   3.1943884   1.8182078   1.4426778   6.3676464   5.3074117   2.9513442
## [343]   3.7711515   3.2881018   1.4458275   1.7263207   4.3742629   1.0780583
## [349]   1.3762103   2.6126008   3.5802144   2.3565762   6.1325915   3.6452440
## [355]   2.3639559   1.4441348  22.2236140   2.6156783   0.7847918   1.6457387
## [361]   5.1280505   4.5364554   2.8425251   3.6073212   3.3227701   2.5075143
## [367]   2.9619143   1.8685578   3.1637430   1.0134847  12.1240638   2.0227375
## [373]  12.7409828   4.1327330   1.7425307   7.5307156   4.4328072   6.3257734
## [379]   6.6146128   2.0018401   1.2996117  16.4261576  18.3810118   0.8093609
## [385]   1.2448230   2.7550245   3.6118552   2.7624067   3.8547735   4.9249849
## [391]   2.9482972   2.1496641   2.1964185   2.0594390   0.9146617  12.9610339
## [397]   2.5761217   2.0345881   2.1174214   2.6205662   3.4733389  10.2148917
## [403]   4.6114226   2.3680071   2.3534981   2.3400179   2.7947977   1.7097109
## [409]   2.2050551   2.3893819   1.1751658   3.2386841   1.3434503   2.6863958
## [415]   8.3354287   2.2917865  12.9887965   4.2385078   1.2834017   1.9924953
## [421]  10.0186076   6.6644445   9.0376816   5.3686404   5.3064499   4.3977825
## [427]   2.6412441   5.2229708   4.9047915   1.5241958   2.3590407   2.0127937
## [433]   2.7671676   1.5952820   3.5045411  20.0189426   1.1015097   1.1881500
## [439]   2.6717031  11.3803640   1.8590919   1.3924864   2.3947167   2.0437445
## [445]   1.5303143   4.3826671   3.3927998   5.0468776   8.9700471  10.1568487
## [451]  14.5482178   3.9764522   3.0618629   1.7716401   4.7912007   5.6066631
## [457]   5.7075226   4.4909812  16.6687310  18.4484691   2.8764198  17.0295161
## [463]  23.3431413  14.1284039  11.9222730   1.5138218  13.5552743  19.2052315
## [469]   6.9132035  21.9277713   2.2389690   4.9849954   1.1023342   6.9084476
## [475]   1.5573115  10.5611267   2.2595746   4.1632160   7.6342541  47.5752880
## [481]   7.1588827   2.9100172   2.6878073  16.5452512  14.4052923   1.4783305
## [487]   2.6500892 298.8028972   7.2450935   3.9388315  19.3514137   1.0166507
## [493]   1.9568718   1.2872470   2.6506066   2.6003682   5.0077588   1.0995979
## [499]  19.2082206   2.2113987  17.7332529   8.3285984   2.0561339   3.8048404
## [505]  10.6056301   7.4043427 172.3225269  25.1310356  15.9633302  23.6140308
## [511]   6.5232263   6.1453569   2.8973100   3.0912429   7.0687333  14.0836785
## [517]  20.2668169   1.1883836   5.3233926   1.7788218   6.6939111   1.8283119
## [523]  13.7230083   2.4418262   2.7295949   4.7575443   1.9276848   7.8651717
## [529]   4.8989873   5.5001097  19.6282427   9.2252945   4.7474906   4.7346231
## [535]  16.7951134   2.2513091  20.5887515   2.6687465   6.0497562  11.2392753
## [541]  31.1874113  19.5874028   3.3895054   5.3484884   9.2574506   3.2432827
## [547]  11.8967954   5.9553099  10.9763732   3.1455489   3.5842409   4.9615561
## [553]  29.0325825   1.1000750   2.2717210   2.5472143   3.0686318   5.0379890
## [559]   6.0380239   5.9880810  11.3657474   3.3503327   6.7483301   4.1304164
## [565]   4.0269334   2.4250059   4.3133482   5.5190569   6.0502675   2.5800330
## [571]   4.8134614   3.1922532   1.6970302  18.4882930  31.3572310   6.4938137
## [577]   3.7836555   2.6217748   2.9282330  17.5080059  27.9578290  24.3439344
## [583]   4.0862471   2.3212919   1.6945109   2.6843045   8.4157143   3.6395991
## [589]   4.8949258   5.3598621  13.0029302   1.9824083   3.6730102   2.0897996
## [595]   1.9200789   5.7069410   2.6617153   2.2389755   4.7508483  10.7631181
## [601]  12.4715060   8.8550523   5.0866251   2.1801978   4.9825910   8.5633446
## [607]   5.1236431   4.5321254  13.2164566   2.8694795   2.9795256   1.9492541
## [613]  10.2903619   3.8097230   1.2665085   3.3455729  20.8907353   3.4348819
## [619]   3.0702301   3.6345731   3.7545702   4.5527611  17.6112464  14.2684769
## [625]   8.6221085   2.2506207  10.4637542   4.0934374   2.9251759   7.8254738
## [631]   1.2333982   1.9531558   1.8350779   2.4207101  24.5712395   1.0235463
## [637]   3.2657725   8.4418461   1.2561181  27.7705956   2.6408392   2.8820469
## [643]   1.6522475   1.7694739   4.0771136   2.1064063   2.4475055   1.9590414
## [649]   1.7189639   2.0884917  16.2558796   1.8541662   2.1571250   2.7428889
## [655]   8.0443793   1.1860054  18.4663342  19.3279026   1.4764600   1.8757735
## [661]   2.3889363   7.0487899   5.0286958   1.0185773   5.2978434   1.6210175
## [667]  11.3900810   5.4293729  23.9892871   5.6058641   8.6428929  11.4269200
## [673]   2.3376607   3.4010756   2.4520443   2.1626995   3.0224133   5.3595906
## [679]  12.6464831   7.0520057   1.7826815   8.4638530  20.1311522   3.1850636
## [685]   2.4702549   4.7266484   8.6022726   9.6482717   6.2940239   1.6585723
## [691]   4.9042598  15.3046878  16.4128551   3.9975835 134.8075100   4.2945817
## [697]   1.6921547   4.3205513   1.9697324   5.9973339   6.5221582   6.5159728
## [703]   6.4716992   4.0681749   8.1757573   1.3956731   2.6233247   4.2731376
## [709]  30.8698693   1.5349007   3.8501184  21.8411900   4.7347934   1.9377853
## [715]   6.2257663   5.0089937  11.7692518   2.4401572   2.5451528   1.4938259
## [721]   0.8078223   1.7101994  43.6156436   2.4599477   1.3122044   0.9313914
## [727]   1.4620047   2.7157026   2.2907099   2.3179159   4.0556147   2.3927191
## [733]   6.5123381   2.3058362   3.9053142   8.2924104   6.1740368   2.7742721
## [739]   5.8489321   1.3734015   9.5251133  22.4776786   4.0868762   6.8460162
## [745]   2.9384478   3.9225213  12.0193766  14.5391810  18.5129916   1.0901241
## [751]   1.7832072  12.1143773   5.0852177   1.6472602  12.6510563   9.0264874
## [757]   6.4225032   1.6953387   9.2247345   3.8255407   3.8625596   5.8174855
## [763]   6.8623286   3.4361225   3.6839575   5.0891949   1.3831132  12.6025809
## [769]  18.7188155  23.9636082   4.2307353  10.8016683   5.9445935   4.6939430
## [775]   6.6804565   3.0471024   8.2475151  16.5720938   3.3583386   4.5552320
## [781]   2.2242476   6.8028016   6.7328448   4.8558817   2.6960247   0.9626011
## [787]   5.0809218   3.2963093   2.3153700   1.8904985   3.8670596  20.7544735
## [793]   2.4430961   3.6766354   1.7803106   7.8978291   2.3556744   3.9547629
## [799]   0.9644492   2.4784651   4.8056234   8.2251507  19.6756298   9.5476966
## [805]  31.9023318   3.9041762   4.1938689   3.4078723   1.7787138   5.4990460
## [811]   3.2038267   3.7272619  42.5224712  38.9951285   4.9537062   1.1971728
## [817]   0.6978605   2.9264958   3.1276661   2.6354168   7.5554581   2.2489108
## [823]   7.9047966   2.3932577   2.8112912   1.0049166   5.5405178   9.1379719
## [829]   7.1111721  29.3977846   2.5274273  11.1992710   4.6485907   6.9636608
## [835]   3.8758084   5.9515662 135.5484290   3.6241193   3.3923408   2.7519743
## [841]   2.9870414   2.6985564   3.6882730   1.2527564   6.4459797   3.3408301
## [847]   1.1381618   6.9184243   5.1990476   5.8567489   4.6158427   0.8825463
## [853]   5.5459305   3.6802740   3.0192476  26.6928408  11.0934254  10.2970513
## [859]   4.9392436   2.5896747   7.5664806   6.2067543   4.6893033   4.2188971
## [865]   3.2869861   5.8577256  34.2390726   3.8676336   5.0265699   2.7325231
## [871]  15.4300568   2.5785505   1.3504810   1.4119404   5.2490522   7.1372627
## [877]   3.4396634   2.5939208   5.1552252   4.9465150 101.4055452   5.7763883
## [883]   1.4684715   9.1551025   2.0474057   4.0359503   5.0187316   2.4534008
## [889]   1.4577341   8.8335680   2.3062967   4.9256187   9.6824333  13.4159284
## [895]   4.4486499   2.5543127   3.2500653   7.8043992   1.3100711   7.9519986
raisin_data$pvalues <- pchisq(raisin_MD, df=3, lower.tail=FALSE)
raisin_data
## # A tibble: 900 × 9
##     Area MajorAxisLength MinorAxi…¹ Eccen…² Conve…³ Extent Perim…⁴ Class pvalues
##    <dbl>           <dbl>      <dbl>   <dbl>   <dbl>  <dbl>   <dbl> <chr>   <dbl>
##  1 87524            442.       253.   0.820   90546  0.759   1184. Keci…  0.392 
##  2 75166            407.       243.   0.802   78789  0.684   1122. Keci…  0.762 
##  3 90856            442.       266.   0.798   93717  0.638   1209. Keci…  0.360 
##  4 45928            287.       209.   0.685   47336  0.700    844. Keci…  0.377 
##  5 79408            352.       291.   0.564   81463  0.793   1073. Keci…  0.0182
##  6 49242            318.       200.   0.777   51368  0.658    882. Keci…  0.356 
##  7 42492            310.       176.   0.823   43904  0.666    824. Keci…  0.123 
##  8 60952            332.       235.   0.706   62329  0.744    933. Keci…  0.560 
##  9 42256            323.       173.   0.845   44743  0.698    850. Keci…  0.151 
## 10 64380            367.       228.   0.784   66125  0.664    982. Keci…  0.321 
## # … with 890 more rows, and abbreviated variable names ¹​MinorAxisLength,
## #   ²​Eccentricity, ³​ConvexArea, ⁴​Perimeter
# BoxM

library(biotools)
## Loading required package: MASS
## ---
## biotools version 4.2
boxM(raisin_data[,1:7],Class)
## 
##  Box's M-test for Homogeneity of Covariance Matrices
## 
## data:  raisin_data[, 1:7]
## Chi-Sq (approx.) = 2394.2, df = 28, p-value < 2.2e-16